Construct priors

This notebook constructs the priors for the model estimation. See model_description.htmlfor details. Some of the priors are independent of the specific scenario being estimated, e.g. the innovations to the reverse random-walk \boldsymbol{W}; others depend on the scenario and the resulting fundamental forecast, e.g. the prior mean m_{\mu_T} and variance V_{\mu_T} on the (transformed) latent voting intentions on election day.

To-dos

  • regularization of \boldsymbol{\hat{W}} -> James-Stein type estimator from pkg corpcor
  • use historic polls to inform \boldsymbol{\hat{W}} -> discussed but not implemented
  • compare correlation of historical election results with correlation of ethnicity across states
  • simulate trajectories of \mu_{1:T} for different values of \kappa given \boldsymbol{\hat{W}} -> prior predictive distribution
  • simulate house effects by drawing from prior and using a sequence of polls from previous election as starting point -> prior predictive distribution
  • differences in V_{\mu_T} across scenarios
  • add forecasts from fundamental model
# libraries
library(dplyr)
library(ggplot2)
library(forcats)

# source functions
names_functions = list.files(here::here("functions"))
for (f in names_functions)
    source(here::here("functions", f))
rm(f, names_functions)

Preliminaries

Initialize empty list to store priors for different scenarios

priors <- list() 

Load number of parties running in each state -> needed to set the prior on \mu_T

n_parties_by_state <- load_n_parties_by_geography("state")

Load election results -> needed to estimate \boldsymbol{W}

election_results <- load_election_vote_shares()
n_elections <- length(unique(election_results$year))

Calculate the dim names of \mu_T, i.e. the state and party that each entry refers to. These are also the dimnames of \boldsymbol{W} and V_{\mu_T}. These serve as a cross-check that the priors are ordered in the same way as in the data preparation and estimation!

names_mmu_T <- c()
parties <- load_parties()
for (s in seq(1, length(n_parties_by_state))) {
    tmp <- paste0(names(n_parties_by_state)[s], "_")
    for (p in seq(1, n_parties_by_state[s] - 1)) {
        names_mmu_T <- c(names_mmu_T, paste0(tmp, parties[p]))        
    }
}

Scenario-independent priors

covariance matrix \boldsymbol{W}

To specify the “prior” on the innovations to the reverse random-walk, it is useful to decompose the covariance as

\boldsymbol{W} = \kappa \times \boldsymbol{\hat{W}}

where \boldsymbol{\hat{W}} is a correlation matrix and \kappa a scale factor. Intuitively, \boldsymbol{\hat{W}} accounts for the comovement of the changes in latent voting intentions across parties and states while \kappa governs how large changes in voting intentions are!

To estimate \boldsymbol{\hat{W}} I consider the correlation of historical election outcomes across parties and states. These correlations are far from a perfect measure of what I am after because there is no variation in vote shares/intentions within an election campaign. But using the historic results has the advantage of being straight-forward to calculate!

An additional source of information could be the correlation across parties and states of polls from previous elections but it’s less obvious to me how these would need to be handled. Aggregated over time in some way? Does it make sense to compare a poll in Amperville on May 5th in 1984 with one in Circuiton on June 7th in 2023? What does that say about the evolution of the underlying voting intentions? Polls also don’t just track the voting intentions but also noise like house effects. Although these might be constant from day to day so actual movement in polls would be down to changes in voting intentions. On the whole, I am not sure how useful these data are or at least how I could extract useful information from them for my goal.

Lastly, demographic information like ethnicity could be useful in specifying the correlation of changes in voting intentions between states. But similarities or differences in ethnicities across states don’t necessarily reveal anything about correlations between parties.

When calculating the correlation of latent vote share across states and parties, I use all the available historical election results since

[…] although parties’ vote shares in each province oscillate from year to year—possibly for quantifiable reasons like the strength of the economy, and possibly for unquantifiable ones like the comparative appeal of their candidates or of their proposed policies—the baseline popularity of each party in each province is constant all the way from 1984 to 2024, as are the characteristics of each pollster. There is no equivalent in Dataland of, say, West Virginia in the United States shifting over time from a reliably Democratic-voting state to a reliably Republican-voting one, because there are no long-run time trends. As a result, when predicting elections in 2024, you should treat historical results and polls from 1984 as being just as informative as those from 2023 are. (background material on Dataland, my emphasis)

Plot historical election results

election_results %>% 
    tidyr::pivot_longer(
        cols = c("cc", "dgm", "pdal", "ssp"),
        names_to = "party",
        values_to = "vote_share"
    ) %>% 
    filter(vote_share != 0) %>%
    ggplot(aes(
        x = year, 
        y = vote_share,
        color = party
        )
    ) + 
    geom_point() + 
    facet_wrap(~state) + 
    ggsci::scale_color_jco()

# calculate correlation acroos elections
mat_res <- calc_cor_election_results(election_results)

corr_mat <- cor(mat_res)

In addition, I consider a James-Stein-type shrinkage estimator of the correlation matrix (the degree of shrinkage is estimated from the data, see the documentation of cor.shrink)

corr_mat_shrink <- corpcor::cor.shrink(mat_res)
Estimating optimal shrinkage intensity lambda (correlation matrix): 0.2019 
# manually convert to matrix class first
class(corr_mat_shrink) <- "matrix"

While the original correlation matrix is positive definite…

corpcor::is.positive.definite(corr_mat)
[1] TRUE
corpcor::rank.condition(corr_mat)$condition
[1] 51617.74

… the shrunk correlation matrix is much better conditioned (and also positive definitve)

corpcor::is.positive.definite(corr_mat_shrink)
[1] TRUE
corpcor::rank.condition(corr_mat_shrink)$condition
[1] 49.02109

Plot correlation of ethnicity across states

dat <- read.csv(
    here::here("data", "dataland_demographics.csv"),
    stringsAsFactors = FALSE
)

A <- as.matrix(dat[, grepl("_share", names(dat))])
rownames(A) <- dat$province

states_regions <- load_dataland_states_regions()
corr_mat <- cor(t(A))
corr_mat[lower.tri(corr_mat)] <- NA
as.data.frame(corr_mat) %>% 
    tibble::rownames_to_column(var = "state1") %>% 
    tidyr::pivot_longer(
        cols = -state1, 
        names_to = "state2", 
        values_to = "value"
    ) %>%
    filter(!is.na(value)) %>%
    mutate(value = round(value, 2)) -> df_cor
# plot
ggplot(df_cor, aes(state1, state2)) +
  geom_raster(aes(fill=value)) +
    scale_fill_gradient2(
        low = "blue",
        high = "red",
        mid = "white",
        midpoint = 0,
        limit = c(-1,1)
    ) +
    labs(
        x = "",
        y = "",
        title = "Ethnicity: correlation matrix"
    ) +
    theme(
        axis.text.x = element_text(size = 7,angle = 90),
        axis.text.y = element_text(size = 7),
        legend.position = "top"
    ) -> p 
plotly::ggplotly(p)

Function to plot submatrix

get_submatrix <- function(
    mat,
    str_row,
    str_col
) {
    return(
        mat[grepl(
            str_row, 
            rownames(mat)
            ),
            grepl(str_col,
            colnames(mat)
            )
        ]
    )
}
get_submatrix(
    corr_mat_shrink,
    "Amperville",
    "Voltagea"
)
               Voltagea_CC Voltagea_DGM
Amperville_CC    0.7731378   -0.3482786
Amperville_DGM  -0.4169704    0.7726008
get_submatrix(
    corr_mat_shrink,
    "Amperville",
    "Quantumridge"
)
               Quantumridge_CC Quantumridge_DGM
Amperville_CC        0.6421345       -0.2282983
Amperville_DGM      -0.3092434        0.6422348
get_submatrix(
    corr_mat_shrink,
    "Amperville",
    "Neuronia"
)
               Neuronia_CC Neuronia_DGM Neuronia_PDAL
Amperville_CC  -0.04022698   -0.2775316    -0.2668184
Amperville_DGM  0.13815788    0.4155999     0.2830464
get_submatrix(
    corr_mat_shrink,
    "Infinitron Peninsula",
    "Voltagea"
)
                         Voltagea_CC Voltagea_DGM
Infinitron Peninsula_CC    0.6121097   -0.2004642
Infinitron Peninsula_DGM  -0.2276086    0.6255029
get_submatrix(
    corr_mat_shrink,
    "Infinitron Peninsula",
    "Quantumridge"
)
                         Quantumridge_CC Quantumridge_DGM
Infinitron Peninsula_CC        0.7342418       -0.2873248
Infinitron Peninsula_DGM      -0.3648000        0.7411214

Correlation matrix \boldsymbol{\hat{W}}

Use shrunk correlation matrix!

W_hat <- corr_mat_shrink

Scale factor \kappa

kappa <- 0.01

Calculate \boldsymbol{W} and store in list

W <- kappa * W_hat
priors[["A"]][["W"]] <- 
    priors[["B"]][["W"]] <- 
    priors[["C"]][["W"]] <- 
    priors[["D"]][["W"]] <- 
    priors[["E"]][["W"]] <- W

variance of house effects \sigma^2_{\delta}

sig_ddelta <- sqrt(0.01) # specify in terms of standard deviation for Stan!

Store in list

priors[["A"]][["sig_ddelta"]] <- 
    priors[["B"]][["sig_ddelta"]] <- 
    priors[["C"]][["sig_ddelta"]] <- 
    priors[["D"]][["sig_ddelta"]] <- 
    priors[["E"]][["sig_ddelta"]] <- sig_ddelta

Scenario-dependent priors

scenarios <- load_scenarios()

m_{\mu_T}

For the time being, the prior mean of \mu_T is based on the historical average of vote shares

Load fundamental forecast

df_fcast <- readRDS(here::here("fundamental_forecast", "fundamental_forecast.rds"))

Loop over scenarios, convert to log ratio scale and store in list

for (scen in scenarios) {
    df_fcast %>% 
    inner_join(
        load_dataland_states_regions(), 
        by = join_by(province == state)) %>%
    filter(scenario == scen) %>%
    select(-scenario) %>%
    mutate(party = toupper(party)) %>%
    group_by(province) %>%
    mutate(vote_share_lr = additive_log_ratio(vote_share)) %>% 
    filter(vote_share_lr != 0) %>% 
    arrange(region, province) %>%
    tidyr::unite(
        name, 
        province, 
        party, 
        sep = "_") -> df_m_mmu_T
    
    # check calc
    stopifnot(all(df_m_mmu_T$name == names_mmu_T))

    # store in list
    priors[[scen]][["m_mmu_T"]] <- df_m_mmu_T$vote_share_lr
    names(priors[[scen]][["m_mmu_T"]]) <- names_mmu_T
    rm(df_m_mmu_T)
}

V_{\mu_T}

The prior variance can vary across scenarios to reflect how far advanced the campaign is.

In addition, it can also be set to a smaller value - placing greater weight on the fundamental forecast - in those states where within a given scenario fewer or no polls are available

For the time being, however, I set a relatively uninformative prior that is the same in all scenarios and states

V_mmu_T <- diag(rep(1, sum(n_parties_by_state-1)))
dimnames(V_mmu_T) <- list(names_mmu_T, names_mmu_T)

Store in list

priors[["A"]][["V_mmu_T"]] <- 
    priors[["B"]][["V_mmu_T"]] <- 
    priors[["C"]][["V_mmu_T"]] <- 
    priors[["D"]][["V_mmu_T"]] <- 
    priors[["E"]][["V_mmu_T"]] <- V_mmu_T

Export

saveRDS(priors, file = here::here("priors", "priors.Rds"))
rm(priors)

Prior predictive distribution

priors <- readRDS(file = here::here("priors", "priors.Rds"))
priors 
$E
$E$W
                         Amperville_CC Amperville_DGM   Circuiton_CC
Amperville_CC             0.0100000000   -0.004098775  0.00747822154
Amperville_DGM           -0.0040987754    0.010000000 -0.00360502889
Circuiton_CC              0.0074782215   -0.003605029  0.01000000000
Circuiton_DGM            -0.0032298979    0.007276634 -0.00380372314
Electropolis_CC           0.0074917886   -0.003765915  0.00765731419
Electropolis_DGM         -0.0029731656    0.007325666 -0.00323022150
Voltagea_CC               0.0077313784   -0.004169704  0.00740348472
Voltagea_DGM             -0.0034827858    0.007726008 -0.00315190193
Binaryshire_CC            0.0049576281   -0.001869945  0.00460518803
Binaryshire_DGM          -0.0003482226    0.004609524 -0.00002787358
Byteforge Domain_CC       0.0063710353   -0.003386653  0.00585000634
Byteforge Domain_DGM     -0.0022885019    0.006350988 -0.00187859140
Infinitron Peninsula_CC   0.0060906555   -0.002187229  0.00606744120
Infinitron Peninsula_DGM -0.0017430154    0.005858379 -0.00179488781
Infoglen_CC               0.0047619428   -0.002054845  0.00506085258
Infoglen_DGM             -0.0001545670    0.004876645 -0.00053942106
Quantumridge_CC           0.0064213448   -0.003092434  0.00608404623
Quantumridge_DGM         -0.0022829830    0.006422348 -0.00201748724
Cerebrica_CC             -0.0004061226    0.001991669 -0.00067955250
Cerebrica_DGM            -0.0024107569    0.004011303 -0.00196420169
Cerebrica_PDAL           -0.0026057580    0.003040959 -0.00249299975
Cortexia_CC              -0.0006635205    0.002091571 -0.00075872488
Cortexia_DGM             -0.0029946280    0.004137062 -0.00232174736
Cortexia_PDAL            -0.0028784873    0.003091332 -0.00252605146
Neuronia_CC              -0.0004022698    0.001381579 -0.00053141649
Neuronia_DGM             -0.0027753163    0.004155999 -0.00208455548
Neuronia_PDAL            -0.0026681839    0.002830464 -0.00232364306
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC             -0.003229898    0.0074917886     -0.002973166
Amperville_DGM             0.007276634   -0.0037659148      0.007325666
Circuiton_CC              -0.003803723    0.0076573142     -0.003230222
Circuiton_DGM              0.010000000   -0.0036167879      0.007662670
Electropolis_CC           -0.003616788    0.0100000000     -0.003615935
Electropolis_DGM           0.007662670   -0.0036159350      0.010000000
Voltagea_CC               -0.003537758    0.0072979492     -0.003112284
Voltagea_DGM               0.007282233   -0.0031547209      0.007138790
Binaryshire_CC            -0.001399197    0.0048740468     -0.001388949
Binaryshire_DGM            0.004340639   -0.0003099922      0.004667899
Byteforge Domain_CC       -0.002594840    0.0057281151     -0.002273933
Byteforge Domain_DGM       0.005853019   -0.0017865059      0.005749556
Infinitron Peninsula_CC   -0.001898852    0.0061080052     -0.001618080
Infinitron Peninsula_DGM   0.005941862   -0.0018284190      0.005922413
Infoglen_CC               -0.002064170    0.0052191138     -0.002040331
Infoglen_DGM               0.005390657   -0.0005882767      0.005499662
Quantumridge_CC           -0.002600134    0.0060270615     -0.002300007
Quantumridge_DGM           0.006186641   -0.0019752660      0.006070576
Cerebrica_CC               0.001975469   -0.0007066446      0.002063202
Cerebrica_DGM              0.003348448   -0.0018932006      0.003186088
Cerebrica_PDAL             0.002649328   -0.0023276800      0.002411797
Cortexia_CC                0.001939216   -0.0010438243      0.002298826
Cortexia_DGM               0.003021737   -0.0023172474      0.002970521
Cortexia_PDAL              0.002337758   -0.0025922384      0.002375356
Neuronia_CC                0.001269367   -0.0007904861      0.001478562
Neuronia_DGM               0.003041438   -0.0020114600      0.002877923
Neuronia_PDAL              0.002096784   -0.0023110912      0.001988412
                           Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC             0.0077313784 -0.003482786  0.00495762809
Amperville_DGM           -0.0041697037  0.007726008 -0.00186994543
Circuiton_CC              0.0074034847 -0.003151902  0.00460518803
Circuiton_DGM            -0.0035377578  0.007282233 -0.00139919696
Electropolis_CC           0.0072979492 -0.003154721  0.00487404681
Electropolis_DGM         -0.0031122843  0.007138790 -0.00138894890
Voltagea_CC               0.0100000000 -0.004024566  0.00503246858
Voltagea_DGM             -0.0040245665  0.010000000 -0.00179348830
Binaryshire_CC            0.0050324686 -0.001793488  0.01000000000
Binaryshire_DGM          -0.0008099444  0.005020966 -0.00388741987
Byteforge Domain_CC       0.0062366904 -0.003058142  0.00672331394
Byteforge Domain_DGM     -0.0025285783  0.006478446 -0.00309989260
Infinitron Peninsula_CC   0.0061210975 -0.002004642  0.00683183084
Infinitron Peninsula_DGM -0.0022760857  0.006255029 -0.00335371504
Infoglen_CC               0.0047367300 -0.001876230  0.00656207311
Infoglen_DGM             -0.0005859388  0.005248635 -0.00239275597
Quantumridge_CC           0.0064023437 -0.002825946  0.00667817525
Quantumridge_DGM         -0.0027393554  0.006698036 -0.00328713593
Cerebrica_CC             -0.0002488512  0.001760183  0.00173949275
Cerebrica_DGM            -0.0027101915  0.004187124 -0.00196369128
Cerebrica_PDAL           -0.0026573297  0.002956066 -0.00123512448
Cortexia_CC              -0.0006387398  0.001935404  0.00004837197
Cortexia_DGM             -0.0030469565  0.003997658 -0.00187813317
Cortexia_PDAL            -0.0028295625  0.002845385 -0.00184370395
Neuronia_CC              -0.0003280231  0.001152748  0.00092422026
Neuronia_DGM             -0.0028159998  0.003971755 -0.00095601802
Neuronia_PDAL            -0.0025998360  0.002525582 -0.00080993290
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC             -0.00034822258        0.0063710353
Amperville_DGM             0.00460952367       -0.0033866532
Circuiton_CC              -0.00002787358        0.0058500063
Circuiton_DGM              0.00434063927       -0.0025948400
Electropolis_CC           -0.00030999217        0.0057281151
Electropolis_DGM           0.00466789856       -0.0022739326
Voltagea_CC               -0.00080994440        0.0062366904
Voltagea_DGM               0.00502096630       -0.0030581418
Binaryshire_CC            -0.00388741987        0.0067233139
Binaryshire_DGM            0.01000000000       -0.0031468904
Byteforge Domain_CC       -0.00314689038        0.0100000000
Byteforge Domain_DGM       0.00677088301       -0.0045040367
Infinitron Peninsula_CC   -0.00200453089        0.0070880853
Infinitron Peninsula_DGM   0.00683631710       -0.0039309650
Infoglen_CC               -0.00297345327        0.0066091157
Infoglen_DGM               0.00666311480       -0.0027872092
Quantumridge_CC           -0.00260672253        0.0072589611
Quantumridge_DGM           0.00674758810       -0.0040060937
Cerebrica_CC              -0.00067402168        0.0001236052
Cerebrica_DGM              0.00268619802       -0.0034724336
Cerebrica_PDAL             0.00073556279       -0.0029301647
Cortexia_CC                0.00087241973       -0.0007601350
Cortexia_DGM               0.00204162099       -0.0036231963
Cortexia_PDAL              0.00116478824       -0.0033004809
Neuronia_CC               -0.00046872035        0.0001582749
Neuronia_DGM               0.00159240610       -0.0031115681
Neuronia_PDAL              0.00026334594       -0.0025179588
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                   -0.0022885019            0.0060906555
Amperville_DGM                   0.0063509876           -0.0021872288
Circuiton_CC                    -0.0018785914            0.0060674412
Circuiton_DGM                    0.0058530186           -0.0018988519
Electropolis_CC                 -0.0017865059            0.0061080052
Electropolis_DGM                 0.0057495562           -0.0016180800
Voltagea_CC                     -0.0025285783            0.0061210975
Voltagea_DGM                     0.0064784462           -0.0020046421
Binaryshire_CC                  -0.0030998926            0.0068318308
Binaryshire_DGM                  0.0067708830           -0.0020045309
Byteforge Domain_CC             -0.0045040367            0.0070880853
Byteforge Domain_DGM             0.0100000000           -0.0026916725
Infinitron Peninsula_CC         -0.0026916725            0.0100000000
Infinitron Peninsula_DGM         0.0072935983           -0.0034083742
Infoglen_CC                     -0.0033320910            0.0072603593
Infoglen_DGM                     0.0068337478           -0.0020467812
Quantumridge_CC                 -0.0034642038            0.0073424177
Quantumridge_DGM                 0.0074312008           -0.0028732483
Cerebrica_CC                     0.0007518425            0.0013670968
Cerebrica_DGM                    0.0040856390           -0.0016626655
Cerebrica_PDAL                   0.0024435800           -0.0012863413
Cortexia_CC                      0.0014006919            0.0004566789
Cortexia_DGM                     0.0037673530           -0.0020062061
Cortexia_PDAL                    0.0025612565           -0.0018542720
Neuronia_CC                      0.0001263855            0.0013639258
Neuronia_DGM                     0.0036277325           -0.0013069969
Neuronia_PDAL                    0.0018607840           -0.0009288383
                         Infinitron Peninsula_DGM   Infoglen_CC   Infoglen_DGM
Amperville_CC                      -0.00174301539  0.0047619428 -0.00015456698
Amperville_DGM                      0.00585837934 -0.0020548453  0.00487664495
Circuiton_CC                       -0.00179488781  0.0050608526 -0.00053942106
Circuiton_DGM                       0.00594186207 -0.0020641702  0.00539065716
Electropolis_CC                    -0.00182841899  0.0052191138 -0.00058827671
Electropolis_DGM                    0.00592241329 -0.0020403311  0.00549966203
Voltagea_CC                        -0.00227608570  0.0047367300 -0.00058593877
Voltagea_DGM                        0.00625502908 -0.0018762296  0.00524863536
Binaryshire_CC                     -0.00335371504  0.0065620731 -0.00239275597
Binaryshire_DGM                     0.00683631710 -0.0029734533  0.00666311480
Byteforge Domain_CC                -0.00393096495  0.0066091157 -0.00278720924
Byteforge Domain_DGM                0.00729359830 -0.0033320910  0.00683374776
Infinitron Peninsula_CC            -0.00340837416  0.0072603593 -0.00204678120
Infinitron Peninsula_DGM            0.01000000000 -0.0041074008  0.00738506108
Infoglen_CC                        -0.00410740075  0.0100000000 -0.00383250413
Infoglen_DGM                        0.00738506108 -0.0038325041  0.01000000000
Quantumridge_CC                    -0.00364799974  0.0065110006 -0.00224236853
Quantumridge_DGM                    0.00741121358 -0.0032831604  0.00673190075
Cerebrica_CC                       -0.00009109377  0.0007072052  0.00040885580
Cerebrica_DGM                       0.00331035778 -0.0019540577  0.00290821281
Cerebrica_PDAL                      0.00149858074 -0.0015947210  0.00138934944
Cortexia_CC                         0.00101913927 -0.0005035862  0.00142980980
Cortexia_DGM                        0.00296423649 -0.0021679050  0.00247543231
Cortexia_PDAL                       0.00189212826 -0.0022776866  0.00172660909
Neuronia_CC                        -0.00056615231  0.0005908927  0.00008958953
Neuronia_DGM                        0.00261582950 -0.0014760427  0.00233212843
Neuronia_PDAL                       0.00091390148 -0.0012579441  0.00096939660
                         Quantumridge_CC Quantumridge_DGM   Cerebrica_CC
Amperville_CC                0.006421345   -0.00228298295 -0.00040612259
Amperville_DGM              -0.003092434    0.00642234767  0.00199166900
Circuiton_CC                 0.006084046   -0.00201748724 -0.00067955250
Circuiton_DGM               -0.002600134    0.00618664135  0.00197546885
Electropolis_CC              0.006027061   -0.00197526604 -0.00070664457
Electropolis_DGM            -0.002300007    0.00607057611  0.00206320225
Voltagea_CC                  0.006402344   -0.00273935542 -0.00024885122
Voltagea_DGM                -0.002825946    0.00669803612  0.00176018269
Binaryshire_CC               0.006678175   -0.00328713593  0.00173949275
Binaryshire_DGM             -0.002606723    0.00674758810 -0.00067402168
Byteforge Domain_CC          0.007258961   -0.00400609371  0.00012360520
Byteforge Domain_DGM        -0.003464204    0.00743120082  0.00075184252
Infinitron Peninsula_CC      0.007342418   -0.00287324833  0.00136709682
Infinitron Peninsula_DGM    -0.003648000    0.00741121358 -0.00009109377
Infoglen_CC                  0.006511001   -0.00328316038  0.00070720523
Infoglen_DGM                -0.002242369    0.00673190075  0.00040885580
Quantumridge_CC              0.010000000   -0.00410028086  0.00121136659
Quantumridge_DGM            -0.004100281    0.01000000000  0.00009911439
Cerebrica_CC                 0.001211367    0.00009911439  0.01000000000
Cerebrica_DGM               -0.002534263    0.00389841932  0.00506218679
Cerebrica_PDAL              -0.001848273    0.00199835118  0.00667876233
Cortexia_CC                  0.000538524    0.00083301764  0.00586996531
Cortexia_DGM                -0.002689457    0.00350257011  0.00446921892
Cortexia_PDAL               -0.002123337    0.00207469083  0.00515174201
Neuronia_CC                  0.001578882   -0.00066510317  0.00571905036
Neuronia_DGM                -0.001800698    0.00299230869  0.00406213848
Neuronia_PDAL               -0.001074045    0.00105938133  0.00492082192
                         Cerebrica_DGM Cerebrica_PDAL    Cortexia_CC
Amperville_CC             -0.002410757  -0.0026057580 -0.00066352053
Amperville_DGM             0.004011303   0.0030409587  0.00209157060
Circuiton_CC              -0.001964202  -0.0024929998 -0.00075872488
Circuiton_DGM              0.003348448   0.0026493276  0.00193921610
Electropolis_CC           -0.001893201  -0.0023276800 -0.00104382434
Electropolis_DGM           0.003186088   0.0024117972  0.00229882577
Voltagea_CC               -0.002710191  -0.0026573297 -0.00063873980
Voltagea_DGM               0.004187124   0.0029560660  0.00193540406
Binaryshire_CC            -0.001963691  -0.0012351245  0.00004837197
Binaryshire_DGM            0.002686198   0.0007355628  0.00087241973
Byteforge Domain_CC       -0.003472434  -0.0029301647 -0.00076013502
Byteforge Domain_DGM       0.004085639   0.0024435800  0.00140069190
Infinitron Peninsula_CC   -0.001662666  -0.0012863413  0.00045667892
Infinitron Peninsula_DGM   0.003310358   0.0014985807  0.00101913927
Infoglen_CC               -0.001954058  -0.0015947210 -0.00050358622
Infoglen_DGM               0.002908213   0.0013893494  0.00142980980
Quantumridge_CC           -0.002534263  -0.0018482733  0.00053852395
Quantumridge_DGM           0.003898419   0.0019983512  0.00083301764
Cerebrica_CC               0.005062187   0.0066787623  0.00586996531
Cerebrica_DGM              0.010000000   0.0073591255  0.00471528400
Cerebrica_PDAL             0.007359125   0.0100000000  0.00554922477
Cortexia_CC                0.004715284   0.0055492248  0.01000000000
Cortexia_DGM               0.007050905   0.0065470831  0.00567036652
Cortexia_PDAL              0.006401915   0.0066545877  0.00698798815
Neuronia_CC                0.003679630   0.0049993436  0.00696355368
Neuronia_DGM               0.006434176   0.0059759119  0.00523388565
Neuronia_PDAL              0.005554828   0.0060925391  0.00640962461
                         Cortexia_DGM Cortexia_PDAL    Neuronia_CC Neuronia_DGM
Amperville_CC            -0.002994628  -0.002878487 -0.00040226976 -0.002775316
Amperville_DGM            0.004137062   0.003091332  0.00138157877  0.004155999
Circuiton_CC             -0.002321747  -0.002526051 -0.00053141649 -0.002084555
Circuiton_DGM             0.003021737   0.002337758  0.00126936688  0.003041438
Electropolis_CC          -0.002317247  -0.002592238 -0.00079048607 -0.002011460
Electropolis_DGM          0.002970521   0.002375356  0.00147856180  0.002877923
Voltagea_CC              -0.003046957  -0.002829562 -0.00032802314 -0.002816000
Voltagea_DGM              0.003997658   0.002845385  0.00115274764  0.003971755
Binaryshire_CC           -0.001878133  -0.001843704  0.00092422026 -0.000956018
Binaryshire_DGM           0.002041621   0.001164788 -0.00046872035  0.001592406
Byteforge Domain_CC      -0.003623196  -0.003300481  0.00015827487 -0.003111568
Byteforge Domain_DGM      0.003767353   0.002561256  0.00012638550  0.003627733
Infinitron Peninsula_CC  -0.002006206  -0.001854272  0.00136392582 -0.001306997
Infinitron Peninsula_DGM  0.002964236   0.001892128 -0.00056615231  0.002615830
Infoglen_CC              -0.002167905  -0.002277687  0.00059089271 -0.001476043
Infoglen_DGM              0.002475432   0.001726609  0.00008958953  0.002332128
Quantumridge_CC          -0.002689457  -0.002123337  0.00157888188 -0.001800698
Quantumridge_DGM          0.003502570   0.002074691 -0.00066510317  0.002992309
Cerebrica_CC              0.004469219   0.005151742  0.00571905036  0.004062138
Cerebrica_DGM             0.007050905   0.006401915  0.00367963000  0.006434176
Cerebrica_PDAL            0.006547083   0.006654588  0.00499934365  0.005975912
Cortexia_CC               0.005670367   0.006987988  0.00696355368  0.005233886
Cortexia_DGM              0.010000000   0.007495264  0.00422931711  0.007245289
Cortexia_PDAL             0.007495264   0.010000000  0.00575619327  0.006873378
Neuronia_CC               0.004229317   0.005756193  0.01000000000  0.005045864
Neuronia_DGM              0.007245289   0.006873378  0.00504586448  0.010000000
Neuronia_PDAL             0.006412701   0.007115008  0.00688897930  0.007275591
                         Neuronia_PDAL
Amperville_CC            -0.0026681839
Amperville_DGM            0.0028304643
Circuiton_CC             -0.0023236431
Circuiton_DGM             0.0020967840
Electropolis_CC          -0.0023110912
Electropolis_DGM          0.0019884120
Voltagea_CC              -0.0025998360
Voltagea_DGM              0.0025255817
Binaryshire_CC           -0.0008099329
Binaryshire_DGM           0.0002633459
Byteforge Domain_CC      -0.0025179588
Byteforge Domain_DGM      0.0018607840
Infinitron Peninsula_CC  -0.0009288383
Infinitron Peninsula_DGM  0.0009139015
Infoglen_CC              -0.0012579441
Infoglen_DGM              0.0009693966
Quantumridge_CC          -0.0010740447
Quantumridge_DGM          0.0010593813
Cerebrica_CC              0.0049208219
Cerebrica_DGM             0.0055548280
Cerebrica_PDAL            0.0060925391
Cortexia_CC               0.0064096246
Cortexia_DGM              0.0064127009
Cortexia_PDAL             0.0071150085
Neuronia_CC               0.0068889793
Neuronia_DGM              0.0072755910
Neuronia_PDAL             0.0100000000
attr(,"lambda")
[1] 0.2018869
attr(,"lambda.estimated")
[1] TRUE

$E$sig_ddelta
[1] 0.1

$E$m_mmu_T
           Amperville_CC           Amperville_DGM             Circuiton_CC 
             -2.62397957              -1.32174447              -1.53019461 
           Circuiton_DGM          Electropolis_CC         Electropolis_DGM 
              0.02590487              -0.18447153               0.02914400 
             Voltagea_CC             Voltagea_DGM           Binaryshire_CC 
             -1.40123467              -0.29882852               1.86892966 
         Binaryshire_DGM      Byteforge Domain_CC     Byteforge Domain_DGM 
             -1.84206572              -0.14695104              -1.57948826 
 Infinitron Peninsula_CC Infinitron Peninsula_DGM              Infoglen_CC 
              0.60447965               0.12312812               0.07882516 
            Infoglen_DGM          Quantumridge_CC         Quantumridge_DGM 
             -0.14241478              -0.89132137              -0.57154326 
            Cerebrica_CC            Cerebrica_DGM           Cerebrica_PDAL 
              1.32055099               1.34224430               1.37575574 
             Cortexia_CC             Cortexia_DGM            Cortexia_PDAL 
             -0.53280648              -0.19558038               0.14259916 
             Neuronia_CC             Neuronia_DGM            Neuronia_PDAL 
             -2.48945680              -1.07175039              -1.63165862 

$E$V_mmu_T
                         Amperville_CC Amperville_DGM Circuiton_CC
Amperville_CC                        1              0            0
Amperville_DGM                       0              1            0
Circuiton_CC                         0              0            1
Circuiton_DGM                        0              0            0
Electropolis_CC                      0              0            0
Electropolis_DGM                     0              0            0
Voltagea_CC                          0              0            0
Voltagea_DGM                         0              0            0
Binaryshire_CC                       0              0            0
Binaryshire_DGM                      0              0            0
Byteforge Domain_CC                  0              0            0
Byteforge Domain_DGM                 0              0            0
Infinitron Peninsula_CC              0              0            0
Infinitron Peninsula_DGM             0              0            0
Infoglen_CC                          0              0            0
Infoglen_DGM                         0              0            0
Quantumridge_CC                      0              0            0
Quantumridge_DGM                     0              0            0
Cerebrica_CC                         0              0            0
Cerebrica_DGM                        0              0            0
Cerebrica_PDAL                       0              0            0
Cortexia_CC                          0              0            0
Cortexia_DGM                         0              0            0
Cortexia_PDAL                        0              0            0
Neuronia_CC                          0              0            0
Neuronia_DGM                         0              0            0
Neuronia_PDAL                        0              0            0
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC                        0               0                0
Amperville_DGM                       0               0                0
Circuiton_CC                         0               0                0
Circuiton_DGM                        1               0                0
Electropolis_CC                      0               1                0
Electropolis_DGM                     0               0                1
Voltagea_CC                          0               0                0
Voltagea_DGM                         0               0                0
Binaryshire_CC                       0               0                0
Binaryshire_DGM                      0               0                0
Byteforge Domain_CC                  0               0                0
Byteforge Domain_DGM                 0               0                0
Infinitron Peninsula_CC              0               0                0
Infinitron Peninsula_DGM             0               0                0
Infoglen_CC                          0               0                0
Infoglen_DGM                         0               0                0
Quantumridge_CC                      0               0                0
Quantumridge_DGM                     0               0                0
Cerebrica_CC                         0               0                0
Cerebrica_DGM                        0               0                0
Cerebrica_PDAL                       0               0                0
Cortexia_CC                          0               0                0
Cortexia_DGM                         0               0                0
Cortexia_PDAL                        0               0                0
Neuronia_CC                          0               0                0
Neuronia_DGM                         0               0                0
Neuronia_PDAL                        0               0                0
                         Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC                      0            0              0
Amperville_DGM                     0            0              0
Circuiton_CC                       0            0              0
Circuiton_DGM                      0            0              0
Electropolis_CC                    0            0              0
Electropolis_DGM                   0            0              0
Voltagea_CC                        1            0              0
Voltagea_DGM                       0            1              0
Binaryshire_CC                     0            0              1
Binaryshire_DGM                    0            0              0
Byteforge Domain_CC                0            0              0
Byteforge Domain_DGM               0            0              0
Infinitron Peninsula_CC            0            0              0
Infinitron Peninsula_DGM           0            0              0
Infoglen_CC                        0            0              0
Infoglen_DGM                       0            0              0
Quantumridge_CC                    0            0              0
Quantumridge_DGM                   0            0              0
Cerebrica_CC                       0            0              0
Cerebrica_DGM                      0            0              0
Cerebrica_PDAL                     0            0              0
Cortexia_CC                        0            0              0
Cortexia_DGM                       0            0              0
Cortexia_PDAL                      0            0              0
Neuronia_CC                        0            0              0
Neuronia_DGM                       0            0              0
Neuronia_PDAL                      0            0              0
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC                          0                   0
Amperville_DGM                         0                   0
Circuiton_CC                           0                   0
Circuiton_DGM                          0                   0
Electropolis_CC                        0                   0
Electropolis_DGM                       0                   0
Voltagea_CC                            0                   0
Voltagea_DGM                           0                   0
Binaryshire_CC                         0                   0
Binaryshire_DGM                        1                   0
Byteforge Domain_CC                    0                   1
Byteforge Domain_DGM                   0                   0
Infinitron Peninsula_CC                0                   0
Infinitron Peninsula_DGM               0                   0
Infoglen_CC                            0                   0
Infoglen_DGM                           0                   0
Quantumridge_CC                        0                   0
Quantumridge_DGM                       0                   0
Cerebrica_CC                           0                   0
Cerebrica_DGM                          0                   0
Cerebrica_PDAL                         0                   0
Cortexia_CC                            0                   0
Cortexia_DGM                           0                   0
Cortexia_PDAL                          0                   0
Neuronia_CC                            0                   0
Neuronia_DGM                           0                   0
Neuronia_PDAL                          0                   0
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                               0                       0
Amperville_DGM                              0                       0
Circuiton_CC                                0                       0
Circuiton_DGM                               0                       0
Electropolis_CC                             0                       0
Electropolis_DGM                            0                       0
Voltagea_CC                                 0                       0
Voltagea_DGM                                0                       0
Binaryshire_CC                              0                       0
Binaryshire_DGM                             0                       0
Byteforge Domain_CC                         0                       0
Byteforge Domain_DGM                        1                       0
Infinitron Peninsula_CC                     0                       1
Infinitron Peninsula_DGM                    0                       0
Infoglen_CC                                 0                       0
Infoglen_DGM                                0                       0
Quantumridge_CC                             0                       0
Quantumridge_DGM                            0                       0
Cerebrica_CC                                0                       0
Cerebrica_DGM                               0                       0
Cerebrica_PDAL                              0                       0
Cortexia_CC                                 0                       0
Cortexia_DGM                                0                       0
Cortexia_PDAL                               0                       0
Neuronia_CC                                 0                       0
Neuronia_DGM                                0                       0
Neuronia_PDAL                               0                       0
                         Infinitron Peninsula_DGM Infoglen_CC Infoglen_DGM
Amperville_CC                                   0           0            0
Amperville_DGM                                  0           0            0
Circuiton_CC                                    0           0            0
Circuiton_DGM                                   0           0            0
Electropolis_CC                                 0           0            0
Electropolis_DGM                                0           0            0
Voltagea_CC                                     0           0            0
Voltagea_DGM                                    0           0            0
Binaryshire_CC                                  0           0            0
Binaryshire_DGM                                 0           0            0
Byteforge Domain_CC                             0           0            0
Byteforge Domain_DGM                            0           0            0
Infinitron Peninsula_CC                         0           0            0
Infinitron Peninsula_DGM                        1           0            0
Infoglen_CC                                     0           1            0
Infoglen_DGM                                    0           0            1
Quantumridge_CC                                 0           0            0
Quantumridge_DGM                                0           0            0
Cerebrica_CC                                    0           0            0
Cerebrica_DGM                                   0           0            0
Cerebrica_PDAL                                  0           0            0
Cortexia_CC                                     0           0            0
Cortexia_DGM                                    0           0            0
Cortexia_PDAL                                   0           0            0
Neuronia_CC                                     0           0            0
Neuronia_DGM                                    0           0            0
Neuronia_PDAL                                   0           0            0
                         Quantumridge_CC Quantumridge_DGM Cerebrica_CC
Amperville_CC                          0                0            0
Amperville_DGM                         0                0            0
Circuiton_CC                           0                0            0
Circuiton_DGM                          0                0            0
Electropolis_CC                        0                0            0
Electropolis_DGM                       0                0            0
Voltagea_CC                            0                0            0
Voltagea_DGM                           0                0            0
Binaryshire_CC                         0                0            0
Binaryshire_DGM                        0                0            0
Byteforge Domain_CC                    0                0            0
Byteforge Domain_DGM                   0                0            0
Infinitron Peninsula_CC                0                0            0
Infinitron Peninsula_DGM               0                0            0
Infoglen_CC                            0                0            0
Infoglen_DGM                           0                0            0
Quantumridge_CC                        1                0            0
Quantumridge_DGM                       0                1            0
Cerebrica_CC                           0                0            1
Cerebrica_DGM                          0                0            0
Cerebrica_PDAL                         0                0            0
Cortexia_CC                            0                0            0
Cortexia_DGM                           0                0            0
Cortexia_PDAL                          0                0            0
Neuronia_CC                            0                0            0
Neuronia_DGM                           0                0            0
Neuronia_PDAL                          0                0            0
                         Cerebrica_DGM Cerebrica_PDAL Cortexia_CC Cortexia_DGM
Amperville_CC                        0              0           0            0
Amperville_DGM                       0              0           0            0
Circuiton_CC                         0              0           0            0
Circuiton_DGM                        0              0           0            0
Electropolis_CC                      0              0           0            0
Electropolis_DGM                     0              0           0            0
Voltagea_CC                          0              0           0            0
Voltagea_DGM                         0              0           0            0
Binaryshire_CC                       0              0           0            0
Binaryshire_DGM                      0              0           0            0
Byteforge Domain_CC                  0              0           0            0
Byteforge Domain_DGM                 0              0           0            0
Infinitron Peninsula_CC              0              0           0            0
Infinitron Peninsula_DGM             0              0           0            0
Infoglen_CC                          0              0           0            0
Infoglen_DGM                         0              0           0            0
Quantumridge_CC                      0              0           0            0
Quantumridge_DGM                     0              0           0            0
Cerebrica_CC                         0              0           0            0
Cerebrica_DGM                        1              0           0            0
Cerebrica_PDAL                       0              1           0            0
Cortexia_CC                          0              0           1            0
Cortexia_DGM                         0              0           0            1
Cortexia_PDAL                        0              0           0            0
Neuronia_CC                          0              0           0            0
Neuronia_DGM                         0              0           0            0
Neuronia_PDAL                        0              0           0            0
                         Cortexia_PDAL Neuronia_CC Neuronia_DGM Neuronia_PDAL
Amperville_CC                        0           0            0             0
Amperville_DGM                       0           0            0             0
Circuiton_CC                         0           0            0             0
Circuiton_DGM                        0           0            0             0
Electropolis_CC                      0           0            0             0
Electropolis_DGM                     0           0            0             0
Voltagea_CC                          0           0            0             0
Voltagea_DGM                         0           0            0             0
Binaryshire_CC                       0           0            0             0
Binaryshire_DGM                      0           0            0             0
Byteforge Domain_CC                  0           0            0             0
Byteforge Domain_DGM                 0           0            0             0
Infinitron Peninsula_CC              0           0            0             0
Infinitron Peninsula_DGM             0           0            0             0
Infoglen_CC                          0           0            0             0
Infoglen_DGM                         0           0            0             0
Quantumridge_CC                      0           0            0             0
Quantumridge_DGM                     0           0            0             0
Cerebrica_CC                         0           0            0             0
Cerebrica_DGM                        0           0            0             0
Cerebrica_PDAL                       0           0            0             0
Cortexia_CC                          0           0            0             0
Cortexia_DGM                         0           0            0             0
Cortexia_PDAL                        1           0            0             0
Neuronia_CC                          0           1            0             0
Neuronia_DGM                         0           0            1             0
Neuronia_PDAL                        0           0            0             1


$D
$D$W
                         Amperville_CC Amperville_DGM   Circuiton_CC
Amperville_CC             0.0100000000   -0.004098775  0.00747822154
Amperville_DGM           -0.0040987754    0.010000000 -0.00360502889
Circuiton_CC              0.0074782215   -0.003605029  0.01000000000
Circuiton_DGM            -0.0032298979    0.007276634 -0.00380372314
Electropolis_CC           0.0074917886   -0.003765915  0.00765731419
Electropolis_DGM         -0.0029731656    0.007325666 -0.00323022150
Voltagea_CC               0.0077313784   -0.004169704  0.00740348472
Voltagea_DGM             -0.0034827858    0.007726008 -0.00315190193
Binaryshire_CC            0.0049576281   -0.001869945  0.00460518803
Binaryshire_DGM          -0.0003482226    0.004609524 -0.00002787358
Byteforge Domain_CC       0.0063710353   -0.003386653  0.00585000634
Byteforge Domain_DGM     -0.0022885019    0.006350988 -0.00187859140
Infinitron Peninsula_CC   0.0060906555   -0.002187229  0.00606744120
Infinitron Peninsula_DGM -0.0017430154    0.005858379 -0.00179488781
Infoglen_CC               0.0047619428   -0.002054845  0.00506085258
Infoglen_DGM             -0.0001545670    0.004876645 -0.00053942106
Quantumridge_CC           0.0064213448   -0.003092434  0.00608404623
Quantumridge_DGM         -0.0022829830    0.006422348 -0.00201748724
Cerebrica_CC             -0.0004061226    0.001991669 -0.00067955250
Cerebrica_DGM            -0.0024107569    0.004011303 -0.00196420169
Cerebrica_PDAL           -0.0026057580    0.003040959 -0.00249299975
Cortexia_CC              -0.0006635205    0.002091571 -0.00075872488
Cortexia_DGM             -0.0029946280    0.004137062 -0.00232174736
Cortexia_PDAL            -0.0028784873    0.003091332 -0.00252605146
Neuronia_CC              -0.0004022698    0.001381579 -0.00053141649
Neuronia_DGM             -0.0027753163    0.004155999 -0.00208455548
Neuronia_PDAL            -0.0026681839    0.002830464 -0.00232364306
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC             -0.003229898    0.0074917886     -0.002973166
Amperville_DGM             0.007276634   -0.0037659148      0.007325666
Circuiton_CC              -0.003803723    0.0076573142     -0.003230222
Circuiton_DGM              0.010000000   -0.0036167879      0.007662670
Electropolis_CC           -0.003616788    0.0100000000     -0.003615935
Electropolis_DGM           0.007662670   -0.0036159350      0.010000000
Voltagea_CC               -0.003537758    0.0072979492     -0.003112284
Voltagea_DGM               0.007282233   -0.0031547209      0.007138790
Binaryshire_CC            -0.001399197    0.0048740468     -0.001388949
Binaryshire_DGM            0.004340639   -0.0003099922      0.004667899
Byteforge Domain_CC       -0.002594840    0.0057281151     -0.002273933
Byteforge Domain_DGM       0.005853019   -0.0017865059      0.005749556
Infinitron Peninsula_CC   -0.001898852    0.0061080052     -0.001618080
Infinitron Peninsula_DGM   0.005941862   -0.0018284190      0.005922413
Infoglen_CC               -0.002064170    0.0052191138     -0.002040331
Infoglen_DGM               0.005390657   -0.0005882767      0.005499662
Quantumridge_CC           -0.002600134    0.0060270615     -0.002300007
Quantumridge_DGM           0.006186641   -0.0019752660      0.006070576
Cerebrica_CC               0.001975469   -0.0007066446      0.002063202
Cerebrica_DGM              0.003348448   -0.0018932006      0.003186088
Cerebrica_PDAL             0.002649328   -0.0023276800      0.002411797
Cortexia_CC                0.001939216   -0.0010438243      0.002298826
Cortexia_DGM               0.003021737   -0.0023172474      0.002970521
Cortexia_PDAL              0.002337758   -0.0025922384      0.002375356
Neuronia_CC                0.001269367   -0.0007904861      0.001478562
Neuronia_DGM               0.003041438   -0.0020114600      0.002877923
Neuronia_PDAL              0.002096784   -0.0023110912      0.001988412
                           Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC             0.0077313784 -0.003482786  0.00495762809
Amperville_DGM           -0.0041697037  0.007726008 -0.00186994543
Circuiton_CC              0.0074034847 -0.003151902  0.00460518803
Circuiton_DGM            -0.0035377578  0.007282233 -0.00139919696
Electropolis_CC           0.0072979492 -0.003154721  0.00487404681
Electropolis_DGM         -0.0031122843  0.007138790 -0.00138894890
Voltagea_CC               0.0100000000 -0.004024566  0.00503246858
Voltagea_DGM             -0.0040245665  0.010000000 -0.00179348830
Binaryshire_CC            0.0050324686 -0.001793488  0.01000000000
Binaryshire_DGM          -0.0008099444  0.005020966 -0.00388741987
Byteforge Domain_CC       0.0062366904 -0.003058142  0.00672331394
Byteforge Domain_DGM     -0.0025285783  0.006478446 -0.00309989260
Infinitron Peninsula_CC   0.0061210975 -0.002004642  0.00683183084
Infinitron Peninsula_DGM -0.0022760857  0.006255029 -0.00335371504
Infoglen_CC               0.0047367300 -0.001876230  0.00656207311
Infoglen_DGM             -0.0005859388  0.005248635 -0.00239275597
Quantumridge_CC           0.0064023437 -0.002825946  0.00667817525
Quantumridge_DGM         -0.0027393554  0.006698036 -0.00328713593
Cerebrica_CC             -0.0002488512  0.001760183  0.00173949275
Cerebrica_DGM            -0.0027101915  0.004187124 -0.00196369128
Cerebrica_PDAL           -0.0026573297  0.002956066 -0.00123512448
Cortexia_CC              -0.0006387398  0.001935404  0.00004837197
Cortexia_DGM             -0.0030469565  0.003997658 -0.00187813317
Cortexia_PDAL            -0.0028295625  0.002845385 -0.00184370395
Neuronia_CC              -0.0003280231  0.001152748  0.00092422026
Neuronia_DGM             -0.0028159998  0.003971755 -0.00095601802
Neuronia_PDAL            -0.0025998360  0.002525582 -0.00080993290
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC             -0.00034822258        0.0063710353
Amperville_DGM             0.00460952367       -0.0033866532
Circuiton_CC              -0.00002787358        0.0058500063
Circuiton_DGM              0.00434063927       -0.0025948400
Electropolis_CC           -0.00030999217        0.0057281151
Electropolis_DGM           0.00466789856       -0.0022739326
Voltagea_CC               -0.00080994440        0.0062366904
Voltagea_DGM               0.00502096630       -0.0030581418
Binaryshire_CC            -0.00388741987        0.0067233139
Binaryshire_DGM            0.01000000000       -0.0031468904
Byteforge Domain_CC       -0.00314689038        0.0100000000
Byteforge Domain_DGM       0.00677088301       -0.0045040367
Infinitron Peninsula_CC   -0.00200453089        0.0070880853
Infinitron Peninsula_DGM   0.00683631710       -0.0039309650
Infoglen_CC               -0.00297345327        0.0066091157
Infoglen_DGM               0.00666311480       -0.0027872092
Quantumridge_CC           -0.00260672253        0.0072589611
Quantumridge_DGM           0.00674758810       -0.0040060937
Cerebrica_CC              -0.00067402168        0.0001236052
Cerebrica_DGM              0.00268619802       -0.0034724336
Cerebrica_PDAL             0.00073556279       -0.0029301647
Cortexia_CC                0.00087241973       -0.0007601350
Cortexia_DGM               0.00204162099       -0.0036231963
Cortexia_PDAL              0.00116478824       -0.0033004809
Neuronia_CC               -0.00046872035        0.0001582749
Neuronia_DGM               0.00159240610       -0.0031115681
Neuronia_PDAL              0.00026334594       -0.0025179588
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                   -0.0022885019            0.0060906555
Amperville_DGM                   0.0063509876           -0.0021872288
Circuiton_CC                    -0.0018785914            0.0060674412
Circuiton_DGM                    0.0058530186           -0.0018988519
Electropolis_CC                 -0.0017865059            0.0061080052
Electropolis_DGM                 0.0057495562           -0.0016180800
Voltagea_CC                     -0.0025285783            0.0061210975
Voltagea_DGM                     0.0064784462           -0.0020046421
Binaryshire_CC                  -0.0030998926            0.0068318308
Binaryshire_DGM                  0.0067708830           -0.0020045309
Byteforge Domain_CC             -0.0045040367            0.0070880853
Byteforge Domain_DGM             0.0100000000           -0.0026916725
Infinitron Peninsula_CC         -0.0026916725            0.0100000000
Infinitron Peninsula_DGM         0.0072935983           -0.0034083742
Infoglen_CC                     -0.0033320910            0.0072603593
Infoglen_DGM                     0.0068337478           -0.0020467812
Quantumridge_CC                 -0.0034642038            0.0073424177
Quantumridge_DGM                 0.0074312008           -0.0028732483
Cerebrica_CC                     0.0007518425            0.0013670968
Cerebrica_DGM                    0.0040856390           -0.0016626655
Cerebrica_PDAL                   0.0024435800           -0.0012863413
Cortexia_CC                      0.0014006919            0.0004566789
Cortexia_DGM                     0.0037673530           -0.0020062061
Cortexia_PDAL                    0.0025612565           -0.0018542720
Neuronia_CC                      0.0001263855            0.0013639258
Neuronia_DGM                     0.0036277325           -0.0013069969
Neuronia_PDAL                    0.0018607840           -0.0009288383
                         Infinitron Peninsula_DGM   Infoglen_CC   Infoglen_DGM
Amperville_CC                      -0.00174301539  0.0047619428 -0.00015456698
Amperville_DGM                      0.00585837934 -0.0020548453  0.00487664495
Circuiton_CC                       -0.00179488781  0.0050608526 -0.00053942106
Circuiton_DGM                       0.00594186207 -0.0020641702  0.00539065716
Electropolis_CC                    -0.00182841899  0.0052191138 -0.00058827671
Electropolis_DGM                    0.00592241329 -0.0020403311  0.00549966203
Voltagea_CC                        -0.00227608570  0.0047367300 -0.00058593877
Voltagea_DGM                        0.00625502908 -0.0018762296  0.00524863536
Binaryshire_CC                     -0.00335371504  0.0065620731 -0.00239275597
Binaryshire_DGM                     0.00683631710 -0.0029734533  0.00666311480
Byteforge Domain_CC                -0.00393096495  0.0066091157 -0.00278720924
Byteforge Domain_DGM                0.00729359830 -0.0033320910  0.00683374776
Infinitron Peninsula_CC            -0.00340837416  0.0072603593 -0.00204678120
Infinitron Peninsula_DGM            0.01000000000 -0.0041074008  0.00738506108
Infoglen_CC                        -0.00410740075  0.0100000000 -0.00383250413
Infoglen_DGM                        0.00738506108 -0.0038325041  0.01000000000
Quantumridge_CC                    -0.00364799974  0.0065110006 -0.00224236853
Quantumridge_DGM                    0.00741121358 -0.0032831604  0.00673190075
Cerebrica_CC                       -0.00009109377  0.0007072052  0.00040885580
Cerebrica_DGM                       0.00331035778 -0.0019540577  0.00290821281
Cerebrica_PDAL                      0.00149858074 -0.0015947210  0.00138934944
Cortexia_CC                         0.00101913927 -0.0005035862  0.00142980980
Cortexia_DGM                        0.00296423649 -0.0021679050  0.00247543231
Cortexia_PDAL                       0.00189212826 -0.0022776866  0.00172660909
Neuronia_CC                        -0.00056615231  0.0005908927  0.00008958953
Neuronia_DGM                        0.00261582950 -0.0014760427  0.00233212843
Neuronia_PDAL                       0.00091390148 -0.0012579441  0.00096939660
                         Quantumridge_CC Quantumridge_DGM   Cerebrica_CC
Amperville_CC                0.006421345   -0.00228298295 -0.00040612259
Amperville_DGM              -0.003092434    0.00642234767  0.00199166900
Circuiton_CC                 0.006084046   -0.00201748724 -0.00067955250
Circuiton_DGM               -0.002600134    0.00618664135  0.00197546885
Electropolis_CC              0.006027061   -0.00197526604 -0.00070664457
Electropolis_DGM            -0.002300007    0.00607057611  0.00206320225
Voltagea_CC                  0.006402344   -0.00273935542 -0.00024885122
Voltagea_DGM                -0.002825946    0.00669803612  0.00176018269
Binaryshire_CC               0.006678175   -0.00328713593  0.00173949275
Binaryshire_DGM             -0.002606723    0.00674758810 -0.00067402168
Byteforge Domain_CC          0.007258961   -0.00400609371  0.00012360520
Byteforge Domain_DGM        -0.003464204    0.00743120082  0.00075184252
Infinitron Peninsula_CC      0.007342418   -0.00287324833  0.00136709682
Infinitron Peninsula_DGM    -0.003648000    0.00741121358 -0.00009109377
Infoglen_CC                  0.006511001   -0.00328316038  0.00070720523
Infoglen_DGM                -0.002242369    0.00673190075  0.00040885580
Quantumridge_CC              0.010000000   -0.00410028086  0.00121136659
Quantumridge_DGM            -0.004100281    0.01000000000  0.00009911439
Cerebrica_CC                 0.001211367    0.00009911439  0.01000000000
Cerebrica_DGM               -0.002534263    0.00389841932  0.00506218679
Cerebrica_PDAL              -0.001848273    0.00199835118  0.00667876233
Cortexia_CC                  0.000538524    0.00083301764  0.00586996531
Cortexia_DGM                -0.002689457    0.00350257011  0.00446921892
Cortexia_PDAL               -0.002123337    0.00207469083  0.00515174201
Neuronia_CC                  0.001578882   -0.00066510317  0.00571905036
Neuronia_DGM                -0.001800698    0.00299230869  0.00406213848
Neuronia_PDAL               -0.001074045    0.00105938133  0.00492082192
                         Cerebrica_DGM Cerebrica_PDAL    Cortexia_CC
Amperville_CC             -0.002410757  -0.0026057580 -0.00066352053
Amperville_DGM             0.004011303   0.0030409587  0.00209157060
Circuiton_CC              -0.001964202  -0.0024929998 -0.00075872488
Circuiton_DGM              0.003348448   0.0026493276  0.00193921610
Electropolis_CC           -0.001893201  -0.0023276800 -0.00104382434
Electropolis_DGM           0.003186088   0.0024117972  0.00229882577
Voltagea_CC               -0.002710191  -0.0026573297 -0.00063873980
Voltagea_DGM               0.004187124   0.0029560660  0.00193540406
Binaryshire_CC            -0.001963691  -0.0012351245  0.00004837197
Binaryshire_DGM            0.002686198   0.0007355628  0.00087241973
Byteforge Domain_CC       -0.003472434  -0.0029301647 -0.00076013502
Byteforge Domain_DGM       0.004085639   0.0024435800  0.00140069190
Infinitron Peninsula_CC   -0.001662666  -0.0012863413  0.00045667892
Infinitron Peninsula_DGM   0.003310358   0.0014985807  0.00101913927
Infoglen_CC               -0.001954058  -0.0015947210 -0.00050358622
Infoglen_DGM               0.002908213   0.0013893494  0.00142980980
Quantumridge_CC           -0.002534263  -0.0018482733  0.00053852395
Quantumridge_DGM           0.003898419   0.0019983512  0.00083301764
Cerebrica_CC               0.005062187   0.0066787623  0.00586996531
Cerebrica_DGM              0.010000000   0.0073591255  0.00471528400
Cerebrica_PDAL             0.007359125   0.0100000000  0.00554922477
Cortexia_CC                0.004715284   0.0055492248  0.01000000000
Cortexia_DGM               0.007050905   0.0065470831  0.00567036652
Cortexia_PDAL              0.006401915   0.0066545877  0.00698798815
Neuronia_CC                0.003679630   0.0049993436  0.00696355368
Neuronia_DGM               0.006434176   0.0059759119  0.00523388565
Neuronia_PDAL              0.005554828   0.0060925391  0.00640962461
                         Cortexia_DGM Cortexia_PDAL    Neuronia_CC Neuronia_DGM
Amperville_CC            -0.002994628  -0.002878487 -0.00040226976 -0.002775316
Amperville_DGM            0.004137062   0.003091332  0.00138157877  0.004155999
Circuiton_CC             -0.002321747  -0.002526051 -0.00053141649 -0.002084555
Circuiton_DGM             0.003021737   0.002337758  0.00126936688  0.003041438
Electropolis_CC          -0.002317247  -0.002592238 -0.00079048607 -0.002011460
Electropolis_DGM          0.002970521   0.002375356  0.00147856180  0.002877923
Voltagea_CC              -0.003046957  -0.002829562 -0.00032802314 -0.002816000
Voltagea_DGM              0.003997658   0.002845385  0.00115274764  0.003971755
Binaryshire_CC           -0.001878133  -0.001843704  0.00092422026 -0.000956018
Binaryshire_DGM           0.002041621   0.001164788 -0.00046872035  0.001592406
Byteforge Domain_CC      -0.003623196  -0.003300481  0.00015827487 -0.003111568
Byteforge Domain_DGM      0.003767353   0.002561256  0.00012638550  0.003627733
Infinitron Peninsula_CC  -0.002006206  -0.001854272  0.00136392582 -0.001306997
Infinitron Peninsula_DGM  0.002964236   0.001892128 -0.00056615231  0.002615830
Infoglen_CC              -0.002167905  -0.002277687  0.00059089271 -0.001476043
Infoglen_DGM              0.002475432   0.001726609  0.00008958953  0.002332128
Quantumridge_CC          -0.002689457  -0.002123337  0.00157888188 -0.001800698
Quantumridge_DGM          0.003502570   0.002074691 -0.00066510317  0.002992309
Cerebrica_CC              0.004469219   0.005151742  0.00571905036  0.004062138
Cerebrica_DGM             0.007050905   0.006401915  0.00367963000  0.006434176
Cerebrica_PDAL            0.006547083   0.006654588  0.00499934365  0.005975912
Cortexia_CC               0.005670367   0.006987988  0.00696355368  0.005233886
Cortexia_DGM              0.010000000   0.007495264  0.00422931711  0.007245289
Cortexia_PDAL             0.007495264   0.010000000  0.00575619327  0.006873378
Neuronia_CC               0.004229317   0.005756193  0.01000000000  0.005045864
Neuronia_DGM              0.007245289   0.006873378  0.00504586448  0.010000000
Neuronia_PDAL             0.006412701   0.007115008  0.00688897930  0.007275591
                         Neuronia_PDAL
Amperville_CC            -0.0026681839
Amperville_DGM            0.0028304643
Circuiton_CC             -0.0023236431
Circuiton_DGM             0.0020967840
Electropolis_CC          -0.0023110912
Electropolis_DGM          0.0019884120
Voltagea_CC              -0.0025998360
Voltagea_DGM              0.0025255817
Binaryshire_CC           -0.0008099329
Binaryshire_DGM           0.0002633459
Byteforge Domain_CC      -0.0025179588
Byteforge Domain_DGM      0.0018607840
Infinitron Peninsula_CC  -0.0009288383
Infinitron Peninsula_DGM  0.0009139015
Infoglen_CC              -0.0012579441
Infoglen_DGM              0.0009693966
Quantumridge_CC          -0.0010740447
Quantumridge_DGM          0.0010593813
Cerebrica_CC              0.0049208219
Cerebrica_DGM             0.0055548280
Cerebrica_PDAL            0.0060925391
Cortexia_CC               0.0064096246
Cortexia_DGM              0.0064127009
Cortexia_PDAL             0.0071150085
Neuronia_CC               0.0068889793
Neuronia_DGM              0.0072755910
Neuronia_PDAL             0.0100000000
attr(,"lambda")
[1] 0.2018869
attr(,"lambda.estimated")
[1] TRUE

$D$sig_ddelta
[1] 0.1

$D$m_mmu_T
           Amperville_CC           Amperville_DGM             Circuiton_CC 
           -2.6239795674            -1.3217444713            -1.5895858115 
           Circuiton_DGM          Electropolis_CC         Electropolis_DGM 
            0.0085445779            -0.2505891672             0.0003838549 
             Voltagea_CC             Voltagea_DGM           Binaryshire_CC 
           -1.4958452338            -0.2742810393             1.8689296592 
         Binaryshire_DGM      Byteforge Domain_CC     Byteforge Domain_DGM 
           -1.8420657227            -0.1678205228            -1.6103692236 
 Infinitron Peninsula_CC Infinitron Peninsula_DGM              Infoglen_CC 
            0.5525312883             0.1188162190             0.0516631055 
            Infoglen_DGM          Quantumridge_CC         Quantumridge_DGM 
           -0.1575023285            -0.9417002809            -0.5906725227 
            Cerebrica_CC            Cerebrica_DGM           Cerebrica_PDAL 
            1.2161450101             1.2612979269             1.3039982628 
             Cortexia_CC             Cortexia_DGM            Cortexia_PDAL 
           -0.6777691787            -0.2361034460             0.0616926681 
             Neuronia_CC             Neuronia_DGM            Neuronia_PDAL 
           -2.4894567973            -1.0717503902            -1.6316586195 

$D$V_mmu_T
                         Amperville_CC Amperville_DGM Circuiton_CC
Amperville_CC                        1              0            0
Amperville_DGM                       0              1            0
Circuiton_CC                         0              0            1
Circuiton_DGM                        0              0            0
Electropolis_CC                      0              0            0
Electropolis_DGM                     0              0            0
Voltagea_CC                          0              0            0
Voltagea_DGM                         0              0            0
Binaryshire_CC                       0              0            0
Binaryshire_DGM                      0              0            0
Byteforge Domain_CC                  0              0            0
Byteforge Domain_DGM                 0              0            0
Infinitron Peninsula_CC              0              0            0
Infinitron Peninsula_DGM             0              0            0
Infoglen_CC                          0              0            0
Infoglen_DGM                         0              0            0
Quantumridge_CC                      0              0            0
Quantumridge_DGM                     0              0            0
Cerebrica_CC                         0              0            0
Cerebrica_DGM                        0              0            0
Cerebrica_PDAL                       0              0            0
Cortexia_CC                          0              0            0
Cortexia_DGM                         0              0            0
Cortexia_PDAL                        0              0            0
Neuronia_CC                          0              0            0
Neuronia_DGM                         0              0            0
Neuronia_PDAL                        0              0            0
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC                        0               0                0
Amperville_DGM                       0               0                0
Circuiton_CC                         0               0                0
Circuiton_DGM                        1               0                0
Electropolis_CC                      0               1                0
Electropolis_DGM                     0               0                1
Voltagea_CC                          0               0                0
Voltagea_DGM                         0               0                0
Binaryshire_CC                       0               0                0
Binaryshire_DGM                      0               0                0
Byteforge Domain_CC                  0               0                0
Byteforge Domain_DGM                 0               0                0
Infinitron Peninsula_CC              0               0                0
Infinitron Peninsula_DGM             0               0                0
Infoglen_CC                          0               0                0
Infoglen_DGM                         0               0                0
Quantumridge_CC                      0               0                0
Quantumridge_DGM                     0               0                0
Cerebrica_CC                         0               0                0
Cerebrica_DGM                        0               0                0
Cerebrica_PDAL                       0               0                0
Cortexia_CC                          0               0                0
Cortexia_DGM                         0               0                0
Cortexia_PDAL                        0               0                0
Neuronia_CC                          0               0                0
Neuronia_DGM                         0               0                0
Neuronia_PDAL                        0               0                0
                         Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC                      0            0              0
Amperville_DGM                     0            0              0
Circuiton_CC                       0            0              0
Circuiton_DGM                      0            0              0
Electropolis_CC                    0            0              0
Electropolis_DGM                   0            0              0
Voltagea_CC                        1            0              0
Voltagea_DGM                       0            1              0
Binaryshire_CC                     0            0              1
Binaryshire_DGM                    0            0              0
Byteforge Domain_CC                0            0              0
Byteforge Domain_DGM               0            0              0
Infinitron Peninsula_CC            0            0              0
Infinitron Peninsula_DGM           0            0              0
Infoglen_CC                        0            0              0
Infoglen_DGM                       0            0              0
Quantumridge_CC                    0            0              0
Quantumridge_DGM                   0            0              0
Cerebrica_CC                       0            0              0
Cerebrica_DGM                      0            0              0
Cerebrica_PDAL                     0            0              0
Cortexia_CC                        0            0              0
Cortexia_DGM                       0            0              0
Cortexia_PDAL                      0            0              0
Neuronia_CC                        0            0              0
Neuronia_DGM                       0            0              0
Neuronia_PDAL                      0            0              0
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC                          0                   0
Amperville_DGM                         0                   0
Circuiton_CC                           0                   0
Circuiton_DGM                          0                   0
Electropolis_CC                        0                   0
Electropolis_DGM                       0                   0
Voltagea_CC                            0                   0
Voltagea_DGM                           0                   0
Binaryshire_CC                         0                   0
Binaryshire_DGM                        1                   0
Byteforge Domain_CC                    0                   1
Byteforge Domain_DGM                   0                   0
Infinitron Peninsula_CC                0                   0
Infinitron Peninsula_DGM               0                   0
Infoglen_CC                            0                   0
Infoglen_DGM                           0                   0
Quantumridge_CC                        0                   0
Quantumridge_DGM                       0                   0
Cerebrica_CC                           0                   0
Cerebrica_DGM                          0                   0
Cerebrica_PDAL                         0                   0
Cortexia_CC                            0                   0
Cortexia_DGM                           0                   0
Cortexia_PDAL                          0                   0
Neuronia_CC                            0                   0
Neuronia_DGM                           0                   0
Neuronia_PDAL                          0                   0
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                               0                       0
Amperville_DGM                              0                       0
Circuiton_CC                                0                       0
Circuiton_DGM                               0                       0
Electropolis_CC                             0                       0
Electropolis_DGM                            0                       0
Voltagea_CC                                 0                       0
Voltagea_DGM                                0                       0
Binaryshire_CC                              0                       0
Binaryshire_DGM                             0                       0
Byteforge Domain_CC                         0                       0
Byteforge Domain_DGM                        1                       0
Infinitron Peninsula_CC                     0                       1
Infinitron Peninsula_DGM                    0                       0
Infoglen_CC                                 0                       0
Infoglen_DGM                                0                       0
Quantumridge_CC                             0                       0
Quantumridge_DGM                            0                       0
Cerebrica_CC                                0                       0
Cerebrica_DGM                               0                       0
Cerebrica_PDAL                              0                       0
Cortexia_CC                                 0                       0
Cortexia_DGM                                0                       0
Cortexia_PDAL                               0                       0
Neuronia_CC                                 0                       0
Neuronia_DGM                                0                       0
Neuronia_PDAL                               0                       0
                         Infinitron Peninsula_DGM Infoglen_CC Infoglen_DGM
Amperville_CC                                   0           0            0
Amperville_DGM                                  0           0            0
Circuiton_CC                                    0           0            0
Circuiton_DGM                                   0           0            0
Electropolis_CC                                 0           0            0
Electropolis_DGM                                0           0            0
Voltagea_CC                                     0           0            0
Voltagea_DGM                                    0           0            0
Binaryshire_CC                                  0           0            0
Binaryshire_DGM                                 0           0            0
Byteforge Domain_CC                             0           0            0
Byteforge Domain_DGM                            0           0            0
Infinitron Peninsula_CC                         0           0            0
Infinitron Peninsula_DGM                        1           0            0
Infoglen_CC                                     0           1            0
Infoglen_DGM                                    0           0            1
Quantumridge_CC                                 0           0            0
Quantumridge_DGM                                0           0            0
Cerebrica_CC                                    0           0            0
Cerebrica_DGM                                   0           0            0
Cerebrica_PDAL                                  0           0            0
Cortexia_CC                                     0           0            0
Cortexia_DGM                                    0           0            0
Cortexia_PDAL                                   0           0            0
Neuronia_CC                                     0           0            0
Neuronia_DGM                                    0           0            0
Neuronia_PDAL                                   0           0            0
                         Quantumridge_CC Quantumridge_DGM Cerebrica_CC
Amperville_CC                          0                0            0
Amperville_DGM                         0                0            0
Circuiton_CC                           0                0            0
Circuiton_DGM                          0                0            0
Electropolis_CC                        0                0            0
Electropolis_DGM                       0                0            0
Voltagea_CC                            0                0            0
Voltagea_DGM                           0                0            0
Binaryshire_CC                         0                0            0
Binaryshire_DGM                        0                0            0
Byteforge Domain_CC                    0                0            0
Byteforge Domain_DGM                   0                0            0
Infinitron Peninsula_CC                0                0            0
Infinitron Peninsula_DGM               0                0            0
Infoglen_CC                            0                0            0
Infoglen_DGM                           0                0            0
Quantumridge_CC                        1                0            0
Quantumridge_DGM                       0                1            0
Cerebrica_CC                           0                0            1
Cerebrica_DGM                          0                0            0
Cerebrica_PDAL                         0                0            0
Cortexia_CC                            0                0            0
Cortexia_DGM                           0                0            0
Cortexia_PDAL                          0                0            0
Neuronia_CC                            0                0            0
Neuronia_DGM                           0                0            0
Neuronia_PDAL                          0                0            0
                         Cerebrica_DGM Cerebrica_PDAL Cortexia_CC Cortexia_DGM
Amperville_CC                        0              0           0            0
Amperville_DGM                       0              0           0            0
Circuiton_CC                         0              0           0            0
Circuiton_DGM                        0              0           0            0
Electropolis_CC                      0              0           0            0
Electropolis_DGM                     0              0           0            0
Voltagea_CC                          0              0           0            0
Voltagea_DGM                         0              0           0            0
Binaryshire_CC                       0              0           0            0
Binaryshire_DGM                      0              0           0            0
Byteforge Domain_CC                  0              0           0            0
Byteforge Domain_DGM                 0              0           0            0
Infinitron Peninsula_CC              0              0           0            0
Infinitron Peninsula_DGM             0              0           0            0
Infoglen_CC                          0              0           0            0
Infoglen_DGM                         0              0           0            0
Quantumridge_CC                      0              0           0            0
Quantumridge_DGM                     0              0           0            0
Cerebrica_CC                         0              0           0            0
Cerebrica_DGM                        1              0           0            0
Cerebrica_PDAL                       0              1           0            0
Cortexia_CC                          0              0           1            0
Cortexia_DGM                         0              0           0            1
Cortexia_PDAL                        0              0           0            0
Neuronia_CC                          0              0           0            0
Neuronia_DGM                         0              0           0            0
Neuronia_PDAL                        0              0           0            0
                         Cortexia_PDAL Neuronia_CC Neuronia_DGM Neuronia_PDAL
Amperville_CC                        0           0            0             0
Amperville_DGM                       0           0            0             0
Circuiton_CC                         0           0            0             0
Circuiton_DGM                        0           0            0             0
Electropolis_CC                      0           0            0             0
Electropolis_DGM                     0           0            0             0
Voltagea_CC                          0           0            0             0
Voltagea_DGM                         0           0            0             0
Binaryshire_CC                       0           0            0             0
Binaryshire_DGM                      0           0            0             0
Byteforge Domain_CC                  0           0            0             0
Byteforge Domain_DGM                 0           0            0             0
Infinitron Peninsula_CC              0           0            0             0
Infinitron Peninsula_DGM             0           0            0             0
Infoglen_CC                          0           0            0             0
Infoglen_DGM                         0           0            0             0
Quantumridge_CC                      0           0            0             0
Quantumridge_DGM                     0           0            0             0
Cerebrica_CC                         0           0            0             0
Cerebrica_DGM                        0           0            0             0
Cerebrica_PDAL                       0           0            0             0
Cortexia_CC                          0           0            0             0
Cortexia_DGM                         0           0            0             0
Cortexia_PDAL                        1           0            0             0
Neuronia_CC                          0           1            0             0
Neuronia_DGM                         0           0            1             0
Neuronia_PDAL                        0           0            0             1


$C
$C$W
                         Amperville_CC Amperville_DGM   Circuiton_CC
Amperville_CC             0.0100000000   -0.004098775  0.00747822154
Amperville_DGM           -0.0040987754    0.010000000 -0.00360502889
Circuiton_CC              0.0074782215   -0.003605029  0.01000000000
Circuiton_DGM            -0.0032298979    0.007276634 -0.00380372314
Electropolis_CC           0.0074917886   -0.003765915  0.00765731419
Electropolis_DGM         -0.0029731656    0.007325666 -0.00323022150
Voltagea_CC               0.0077313784   -0.004169704  0.00740348472
Voltagea_DGM             -0.0034827858    0.007726008 -0.00315190193
Binaryshire_CC            0.0049576281   -0.001869945  0.00460518803
Binaryshire_DGM          -0.0003482226    0.004609524 -0.00002787358
Byteforge Domain_CC       0.0063710353   -0.003386653  0.00585000634
Byteforge Domain_DGM     -0.0022885019    0.006350988 -0.00187859140
Infinitron Peninsula_CC   0.0060906555   -0.002187229  0.00606744120
Infinitron Peninsula_DGM -0.0017430154    0.005858379 -0.00179488781
Infoglen_CC               0.0047619428   -0.002054845  0.00506085258
Infoglen_DGM             -0.0001545670    0.004876645 -0.00053942106
Quantumridge_CC           0.0064213448   -0.003092434  0.00608404623
Quantumridge_DGM         -0.0022829830    0.006422348 -0.00201748724
Cerebrica_CC             -0.0004061226    0.001991669 -0.00067955250
Cerebrica_DGM            -0.0024107569    0.004011303 -0.00196420169
Cerebrica_PDAL           -0.0026057580    0.003040959 -0.00249299975
Cortexia_CC              -0.0006635205    0.002091571 -0.00075872488
Cortexia_DGM             -0.0029946280    0.004137062 -0.00232174736
Cortexia_PDAL            -0.0028784873    0.003091332 -0.00252605146
Neuronia_CC              -0.0004022698    0.001381579 -0.00053141649
Neuronia_DGM             -0.0027753163    0.004155999 -0.00208455548
Neuronia_PDAL            -0.0026681839    0.002830464 -0.00232364306
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC             -0.003229898    0.0074917886     -0.002973166
Amperville_DGM             0.007276634   -0.0037659148      0.007325666
Circuiton_CC              -0.003803723    0.0076573142     -0.003230222
Circuiton_DGM              0.010000000   -0.0036167879      0.007662670
Electropolis_CC           -0.003616788    0.0100000000     -0.003615935
Electropolis_DGM           0.007662670   -0.0036159350      0.010000000
Voltagea_CC               -0.003537758    0.0072979492     -0.003112284
Voltagea_DGM               0.007282233   -0.0031547209      0.007138790
Binaryshire_CC            -0.001399197    0.0048740468     -0.001388949
Binaryshire_DGM            0.004340639   -0.0003099922      0.004667899
Byteforge Domain_CC       -0.002594840    0.0057281151     -0.002273933
Byteforge Domain_DGM       0.005853019   -0.0017865059      0.005749556
Infinitron Peninsula_CC   -0.001898852    0.0061080052     -0.001618080
Infinitron Peninsula_DGM   0.005941862   -0.0018284190      0.005922413
Infoglen_CC               -0.002064170    0.0052191138     -0.002040331
Infoglen_DGM               0.005390657   -0.0005882767      0.005499662
Quantumridge_CC           -0.002600134    0.0060270615     -0.002300007
Quantumridge_DGM           0.006186641   -0.0019752660      0.006070576
Cerebrica_CC               0.001975469   -0.0007066446      0.002063202
Cerebrica_DGM              0.003348448   -0.0018932006      0.003186088
Cerebrica_PDAL             0.002649328   -0.0023276800      0.002411797
Cortexia_CC                0.001939216   -0.0010438243      0.002298826
Cortexia_DGM               0.003021737   -0.0023172474      0.002970521
Cortexia_PDAL              0.002337758   -0.0025922384      0.002375356
Neuronia_CC                0.001269367   -0.0007904861      0.001478562
Neuronia_DGM               0.003041438   -0.0020114600      0.002877923
Neuronia_PDAL              0.002096784   -0.0023110912      0.001988412
                           Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC             0.0077313784 -0.003482786  0.00495762809
Amperville_DGM           -0.0041697037  0.007726008 -0.00186994543
Circuiton_CC              0.0074034847 -0.003151902  0.00460518803
Circuiton_DGM            -0.0035377578  0.007282233 -0.00139919696
Electropolis_CC           0.0072979492 -0.003154721  0.00487404681
Electropolis_DGM         -0.0031122843  0.007138790 -0.00138894890
Voltagea_CC               0.0100000000 -0.004024566  0.00503246858
Voltagea_DGM             -0.0040245665  0.010000000 -0.00179348830
Binaryshire_CC            0.0050324686 -0.001793488  0.01000000000
Binaryshire_DGM          -0.0008099444  0.005020966 -0.00388741987
Byteforge Domain_CC       0.0062366904 -0.003058142  0.00672331394
Byteforge Domain_DGM     -0.0025285783  0.006478446 -0.00309989260
Infinitron Peninsula_CC   0.0061210975 -0.002004642  0.00683183084
Infinitron Peninsula_DGM -0.0022760857  0.006255029 -0.00335371504
Infoglen_CC               0.0047367300 -0.001876230  0.00656207311
Infoglen_DGM             -0.0005859388  0.005248635 -0.00239275597
Quantumridge_CC           0.0064023437 -0.002825946  0.00667817525
Quantumridge_DGM         -0.0027393554  0.006698036 -0.00328713593
Cerebrica_CC             -0.0002488512  0.001760183  0.00173949275
Cerebrica_DGM            -0.0027101915  0.004187124 -0.00196369128
Cerebrica_PDAL           -0.0026573297  0.002956066 -0.00123512448
Cortexia_CC              -0.0006387398  0.001935404  0.00004837197
Cortexia_DGM             -0.0030469565  0.003997658 -0.00187813317
Cortexia_PDAL            -0.0028295625  0.002845385 -0.00184370395
Neuronia_CC              -0.0003280231  0.001152748  0.00092422026
Neuronia_DGM             -0.0028159998  0.003971755 -0.00095601802
Neuronia_PDAL            -0.0025998360  0.002525582 -0.00080993290
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC             -0.00034822258        0.0063710353
Amperville_DGM             0.00460952367       -0.0033866532
Circuiton_CC              -0.00002787358        0.0058500063
Circuiton_DGM              0.00434063927       -0.0025948400
Electropolis_CC           -0.00030999217        0.0057281151
Electropolis_DGM           0.00466789856       -0.0022739326
Voltagea_CC               -0.00080994440        0.0062366904
Voltagea_DGM               0.00502096630       -0.0030581418
Binaryshire_CC            -0.00388741987        0.0067233139
Binaryshire_DGM            0.01000000000       -0.0031468904
Byteforge Domain_CC       -0.00314689038        0.0100000000
Byteforge Domain_DGM       0.00677088301       -0.0045040367
Infinitron Peninsula_CC   -0.00200453089        0.0070880853
Infinitron Peninsula_DGM   0.00683631710       -0.0039309650
Infoglen_CC               -0.00297345327        0.0066091157
Infoglen_DGM               0.00666311480       -0.0027872092
Quantumridge_CC           -0.00260672253        0.0072589611
Quantumridge_DGM           0.00674758810       -0.0040060937
Cerebrica_CC              -0.00067402168        0.0001236052
Cerebrica_DGM              0.00268619802       -0.0034724336
Cerebrica_PDAL             0.00073556279       -0.0029301647
Cortexia_CC                0.00087241973       -0.0007601350
Cortexia_DGM               0.00204162099       -0.0036231963
Cortexia_PDAL              0.00116478824       -0.0033004809
Neuronia_CC               -0.00046872035        0.0001582749
Neuronia_DGM               0.00159240610       -0.0031115681
Neuronia_PDAL              0.00026334594       -0.0025179588
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                   -0.0022885019            0.0060906555
Amperville_DGM                   0.0063509876           -0.0021872288
Circuiton_CC                    -0.0018785914            0.0060674412
Circuiton_DGM                    0.0058530186           -0.0018988519
Electropolis_CC                 -0.0017865059            0.0061080052
Electropolis_DGM                 0.0057495562           -0.0016180800
Voltagea_CC                     -0.0025285783            0.0061210975
Voltagea_DGM                     0.0064784462           -0.0020046421
Binaryshire_CC                  -0.0030998926            0.0068318308
Binaryshire_DGM                  0.0067708830           -0.0020045309
Byteforge Domain_CC             -0.0045040367            0.0070880853
Byteforge Domain_DGM             0.0100000000           -0.0026916725
Infinitron Peninsula_CC         -0.0026916725            0.0100000000
Infinitron Peninsula_DGM         0.0072935983           -0.0034083742
Infoglen_CC                     -0.0033320910            0.0072603593
Infoglen_DGM                     0.0068337478           -0.0020467812
Quantumridge_CC                 -0.0034642038            0.0073424177
Quantumridge_DGM                 0.0074312008           -0.0028732483
Cerebrica_CC                     0.0007518425            0.0013670968
Cerebrica_DGM                    0.0040856390           -0.0016626655
Cerebrica_PDAL                   0.0024435800           -0.0012863413
Cortexia_CC                      0.0014006919            0.0004566789
Cortexia_DGM                     0.0037673530           -0.0020062061
Cortexia_PDAL                    0.0025612565           -0.0018542720
Neuronia_CC                      0.0001263855            0.0013639258
Neuronia_DGM                     0.0036277325           -0.0013069969
Neuronia_PDAL                    0.0018607840           -0.0009288383
                         Infinitron Peninsula_DGM   Infoglen_CC   Infoglen_DGM
Amperville_CC                      -0.00174301539  0.0047619428 -0.00015456698
Amperville_DGM                      0.00585837934 -0.0020548453  0.00487664495
Circuiton_CC                       -0.00179488781  0.0050608526 -0.00053942106
Circuiton_DGM                       0.00594186207 -0.0020641702  0.00539065716
Electropolis_CC                    -0.00182841899  0.0052191138 -0.00058827671
Electropolis_DGM                    0.00592241329 -0.0020403311  0.00549966203
Voltagea_CC                        -0.00227608570  0.0047367300 -0.00058593877
Voltagea_DGM                        0.00625502908 -0.0018762296  0.00524863536
Binaryshire_CC                     -0.00335371504  0.0065620731 -0.00239275597
Binaryshire_DGM                     0.00683631710 -0.0029734533  0.00666311480
Byteforge Domain_CC                -0.00393096495  0.0066091157 -0.00278720924
Byteforge Domain_DGM                0.00729359830 -0.0033320910  0.00683374776
Infinitron Peninsula_CC            -0.00340837416  0.0072603593 -0.00204678120
Infinitron Peninsula_DGM            0.01000000000 -0.0041074008  0.00738506108
Infoglen_CC                        -0.00410740075  0.0100000000 -0.00383250413
Infoglen_DGM                        0.00738506108 -0.0038325041  0.01000000000
Quantumridge_CC                    -0.00364799974  0.0065110006 -0.00224236853
Quantumridge_DGM                    0.00741121358 -0.0032831604  0.00673190075
Cerebrica_CC                       -0.00009109377  0.0007072052  0.00040885580
Cerebrica_DGM                       0.00331035778 -0.0019540577  0.00290821281
Cerebrica_PDAL                      0.00149858074 -0.0015947210  0.00138934944
Cortexia_CC                         0.00101913927 -0.0005035862  0.00142980980
Cortexia_DGM                        0.00296423649 -0.0021679050  0.00247543231
Cortexia_PDAL                       0.00189212826 -0.0022776866  0.00172660909
Neuronia_CC                        -0.00056615231  0.0005908927  0.00008958953
Neuronia_DGM                        0.00261582950 -0.0014760427  0.00233212843
Neuronia_PDAL                       0.00091390148 -0.0012579441  0.00096939660
                         Quantumridge_CC Quantumridge_DGM   Cerebrica_CC
Amperville_CC                0.006421345   -0.00228298295 -0.00040612259
Amperville_DGM              -0.003092434    0.00642234767  0.00199166900
Circuiton_CC                 0.006084046   -0.00201748724 -0.00067955250
Circuiton_DGM               -0.002600134    0.00618664135  0.00197546885
Electropolis_CC              0.006027061   -0.00197526604 -0.00070664457
Electropolis_DGM            -0.002300007    0.00607057611  0.00206320225
Voltagea_CC                  0.006402344   -0.00273935542 -0.00024885122
Voltagea_DGM                -0.002825946    0.00669803612  0.00176018269
Binaryshire_CC               0.006678175   -0.00328713593  0.00173949275
Binaryshire_DGM             -0.002606723    0.00674758810 -0.00067402168
Byteforge Domain_CC          0.007258961   -0.00400609371  0.00012360520
Byteforge Domain_DGM        -0.003464204    0.00743120082  0.00075184252
Infinitron Peninsula_CC      0.007342418   -0.00287324833  0.00136709682
Infinitron Peninsula_DGM    -0.003648000    0.00741121358 -0.00009109377
Infoglen_CC                  0.006511001   -0.00328316038  0.00070720523
Infoglen_DGM                -0.002242369    0.00673190075  0.00040885580
Quantumridge_CC              0.010000000   -0.00410028086  0.00121136659
Quantumridge_DGM            -0.004100281    0.01000000000  0.00009911439
Cerebrica_CC                 0.001211367    0.00009911439  0.01000000000
Cerebrica_DGM               -0.002534263    0.00389841932  0.00506218679
Cerebrica_PDAL              -0.001848273    0.00199835118  0.00667876233
Cortexia_CC                  0.000538524    0.00083301764  0.00586996531
Cortexia_DGM                -0.002689457    0.00350257011  0.00446921892
Cortexia_PDAL               -0.002123337    0.00207469083  0.00515174201
Neuronia_CC                  0.001578882   -0.00066510317  0.00571905036
Neuronia_DGM                -0.001800698    0.00299230869  0.00406213848
Neuronia_PDAL               -0.001074045    0.00105938133  0.00492082192
                         Cerebrica_DGM Cerebrica_PDAL    Cortexia_CC
Amperville_CC             -0.002410757  -0.0026057580 -0.00066352053
Amperville_DGM             0.004011303   0.0030409587  0.00209157060
Circuiton_CC              -0.001964202  -0.0024929998 -0.00075872488
Circuiton_DGM              0.003348448   0.0026493276  0.00193921610
Electropolis_CC           -0.001893201  -0.0023276800 -0.00104382434
Electropolis_DGM           0.003186088   0.0024117972  0.00229882577
Voltagea_CC               -0.002710191  -0.0026573297 -0.00063873980
Voltagea_DGM               0.004187124   0.0029560660  0.00193540406
Binaryshire_CC            -0.001963691  -0.0012351245  0.00004837197
Binaryshire_DGM            0.002686198   0.0007355628  0.00087241973
Byteforge Domain_CC       -0.003472434  -0.0029301647 -0.00076013502
Byteforge Domain_DGM       0.004085639   0.0024435800  0.00140069190
Infinitron Peninsula_CC   -0.001662666  -0.0012863413  0.00045667892
Infinitron Peninsula_DGM   0.003310358   0.0014985807  0.00101913927
Infoglen_CC               -0.001954058  -0.0015947210 -0.00050358622
Infoglen_DGM               0.002908213   0.0013893494  0.00142980980
Quantumridge_CC           -0.002534263  -0.0018482733  0.00053852395
Quantumridge_DGM           0.003898419   0.0019983512  0.00083301764
Cerebrica_CC               0.005062187   0.0066787623  0.00586996531
Cerebrica_DGM              0.010000000   0.0073591255  0.00471528400
Cerebrica_PDAL             0.007359125   0.0100000000  0.00554922477
Cortexia_CC                0.004715284   0.0055492248  0.01000000000
Cortexia_DGM               0.007050905   0.0065470831  0.00567036652
Cortexia_PDAL              0.006401915   0.0066545877  0.00698798815
Neuronia_CC                0.003679630   0.0049993436  0.00696355368
Neuronia_DGM               0.006434176   0.0059759119  0.00523388565
Neuronia_PDAL              0.005554828   0.0060925391  0.00640962461
                         Cortexia_DGM Cortexia_PDAL    Neuronia_CC Neuronia_DGM
Amperville_CC            -0.002994628  -0.002878487 -0.00040226976 -0.002775316
Amperville_DGM            0.004137062   0.003091332  0.00138157877  0.004155999
Circuiton_CC             -0.002321747  -0.002526051 -0.00053141649 -0.002084555
Circuiton_DGM             0.003021737   0.002337758  0.00126936688  0.003041438
Electropolis_CC          -0.002317247  -0.002592238 -0.00079048607 -0.002011460
Electropolis_DGM          0.002970521   0.002375356  0.00147856180  0.002877923
Voltagea_CC              -0.003046957  -0.002829562 -0.00032802314 -0.002816000
Voltagea_DGM              0.003997658   0.002845385  0.00115274764  0.003971755
Binaryshire_CC           -0.001878133  -0.001843704  0.00092422026 -0.000956018
Binaryshire_DGM           0.002041621   0.001164788 -0.00046872035  0.001592406
Byteforge Domain_CC      -0.003623196  -0.003300481  0.00015827487 -0.003111568
Byteforge Domain_DGM      0.003767353   0.002561256  0.00012638550  0.003627733
Infinitron Peninsula_CC  -0.002006206  -0.001854272  0.00136392582 -0.001306997
Infinitron Peninsula_DGM  0.002964236   0.001892128 -0.00056615231  0.002615830
Infoglen_CC              -0.002167905  -0.002277687  0.00059089271 -0.001476043
Infoglen_DGM              0.002475432   0.001726609  0.00008958953  0.002332128
Quantumridge_CC          -0.002689457  -0.002123337  0.00157888188 -0.001800698
Quantumridge_DGM          0.003502570   0.002074691 -0.00066510317  0.002992309
Cerebrica_CC              0.004469219   0.005151742  0.00571905036  0.004062138
Cerebrica_DGM             0.007050905   0.006401915  0.00367963000  0.006434176
Cerebrica_PDAL            0.006547083   0.006654588  0.00499934365  0.005975912
Cortexia_CC               0.005670367   0.006987988  0.00696355368  0.005233886
Cortexia_DGM              0.010000000   0.007495264  0.00422931711  0.007245289
Cortexia_PDAL             0.007495264   0.010000000  0.00575619327  0.006873378
Neuronia_CC               0.004229317   0.005756193  0.01000000000  0.005045864
Neuronia_DGM              0.007245289   0.006873378  0.00504586448  0.010000000
Neuronia_PDAL             0.006412701   0.007115008  0.00688897930  0.007275591
                         Neuronia_PDAL
Amperville_CC            -0.0026681839
Amperville_DGM            0.0028304643
Circuiton_CC             -0.0023236431
Circuiton_DGM             0.0020967840
Electropolis_CC          -0.0023110912
Electropolis_DGM          0.0019884120
Voltagea_CC              -0.0025998360
Voltagea_DGM              0.0025255817
Binaryshire_CC           -0.0008099329
Binaryshire_DGM           0.0002633459
Byteforge Domain_CC      -0.0025179588
Byteforge Domain_DGM      0.0018607840
Infinitron Peninsula_CC  -0.0009288383
Infinitron Peninsula_DGM  0.0009139015
Infoglen_CC              -0.0012579441
Infoglen_DGM              0.0009693966
Quantumridge_CC          -0.0010740447
Quantumridge_DGM          0.0010593813
Cerebrica_CC              0.0049208219
Cerebrica_DGM             0.0055548280
Cerebrica_PDAL            0.0060925391
Cortexia_CC               0.0064096246
Cortexia_DGM              0.0064127009
Cortexia_PDAL             0.0071150085
Neuronia_CC               0.0068889793
Neuronia_DGM              0.0072755910
Neuronia_PDAL             0.0100000000
attr(,"lambda")
[1] 0.2018869
attr(,"lambda.estimated")
[1] TRUE

$C$sig_ddelta
[1] 0.1

$C$m_mmu_T
           Amperville_CC           Amperville_DGM             Circuiton_CC 
             -2.62397957              -1.32174447              -1.43181573 
           Circuiton_DGM          Electropolis_CC         Electropolis_DGM 
              0.08880225              -0.08770297               0.09880478 
             Voltagea_CC             Voltagea_DGM           Binaryshire_CC 
             -1.30322407              -0.29714474               1.86892966 
         Binaryshire_DGM      Byteforge Domain_CC     Byteforge Domain_DGM 
             -1.84206572              -0.13022412              -1.52971410 
 Infinitron Peninsula_CC Infinitron Peninsula_DGM              Infoglen_CC 
              0.63140801               0.13668713               0.06897380 
            Infoglen_DGM          Quantumridge_CC         Quantumridge_DGM 
             -0.09610151              -0.82352713              -0.54383352 
            Cerebrica_CC            Cerebrica_DGM           Cerebrica_PDAL 
              1.33695459               1.35402409               1.38043001 
             Cortexia_CC             Cortexia_DGM            Cortexia_PDAL 
             -0.45516918              -0.15682644               0.18722837 
             Neuronia_CC             Neuronia_DGM            Neuronia_PDAL 
             -2.48945680              -1.07175039              -1.63165862 

$C$V_mmu_T
                         Amperville_CC Amperville_DGM Circuiton_CC
Amperville_CC                        1              0            0
Amperville_DGM                       0              1            0
Circuiton_CC                         0              0            1
Circuiton_DGM                        0              0            0
Electropolis_CC                      0              0            0
Electropolis_DGM                     0              0            0
Voltagea_CC                          0              0            0
Voltagea_DGM                         0              0            0
Binaryshire_CC                       0              0            0
Binaryshire_DGM                      0              0            0
Byteforge Domain_CC                  0              0            0
Byteforge Domain_DGM                 0              0            0
Infinitron Peninsula_CC              0              0            0
Infinitron Peninsula_DGM             0              0            0
Infoglen_CC                          0              0            0
Infoglen_DGM                         0              0            0
Quantumridge_CC                      0              0            0
Quantumridge_DGM                     0              0            0
Cerebrica_CC                         0              0            0
Cerebrica_DGM                        0              0            0
Cerebrica_PDAL                       0              0            0
Cortexia_CC                          0              0            0
Cortexia_DGM                         0              0            0
Cortexia_PDAL                        0              0            0
Neuronia_CC                          0              0            0
Neuronia_DGM                         0              0            0
Neuronia_PDAL                        0              0            0
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC                        0               0                0
Amperville_DGM                       0               0                0
Circuiton_CC                         0               0                0
Circuiton_DGM                        1               0                0
Electropolis_CC                      0               1                0
Electropolis_DGM                     0               0                1
Voltagea_CC                          0               0                0
Voltagea_DGM                         0               0                0
Binaryshire_CC                       0               0                0
Binaryshire_DGM                      0               0                0
Byteforge Domain_CC                  0               0                0
Byteforge Domain_DGM                 0               0                0
Infinitron Peninsula_CC              0               0                0
Infinitron Peninsula_DGM             0               0                0
Infoglen_CC                          0               0                0
Infoglen_DGM                         0               0                0
Quantumridge_CC                      0               0                0
Quantumridge_DGM                     0               0                0
Cerebrica_CC                         0               0                0
Cerebrica_DGM                        0               0                0
Cerebrica_PDAL                       0               0                0
Cortexia_CC                          0               0                0
Cortexia_DGM                         0               0                0
Cortexia_PDAL                        0               0                0
Neuronia_CC                          0               0                0
Neuronia_DGM                         0               0                0
Neuronia_PDAL                        0               0                0
                         Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC                      0            0              0
Amperville_DGM                     0            0              0
Circuiton_CC                       0            0              0
Circuiton_DGM                      0            0              0
Electropolis_CC                    0            0              0
Electropolis_DGM                   0            0              0
Voltagea_CC                        1            0              0
Voltagea_DGM                       0            1              0
Binaryshire_CC                     0            0              1
Binaryshire_DGM                    0            0              0
Byteforge Domain_CC                0            0              0
Byteforge Domain_DGM               0            0              0
Infinitron Peninsula_CC            0            0              0
Infinitron Peninsula_DGM           0            0              0
Infoglen_CC                        0            0              0
Infoglen_DGM                       0            0              0
Quantumridge_CC                    0            0              0
Quantumridge_DGM                   0            0              0
Cerebrica_CC                       0            0              0
Cerebrica_DGM                      0            0              0
Cerebrica_PDAL                     0            0              0
Cortexia_CC                        0            0              0
Cortexia_DGM                       0            0              0
Cortexia_PDAL                      0            0              0
Neuronia_CC                        0            0              0
Neuronia_DGM                       0            0              0
Neuronia_PDAL                      0            0              0
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC                          0                   0
Amperville_DGM                         0                   0
Circuiton_CC                           0                   0
Circuiton_DGM                          0                   0
Electropolis_CC                        0                   0
Electropolis_DGM                       0                   0
Voltagea_CC                            0                   0
Voltagea_DGM                           0                   0
Binaryshire_CC                         0                   0
Binaryshire_DGM                        1                   0
Byteforge Domain_CC                    0                   1
Byteforge Domain_DGM                   0                   0
Infinitron Peninsula_CC                0                   0
Infinitron Peninsula_DGM               0                   0
Infoglen_CC                            0                   0
Infoglen_DGM                           0                   0
Quantumridge_CC                        0                   0
Quantumridge_DGM                       0                   0
Cerebrica_CC                           0                   0
Cerebrica_DGM                          0                   0
Cerebrica_PDAL                         0                   0
Cortexia_CC                            0                   0
Cortexia_DGM                           0                   0
Cortexia_PDAL                          0                   0
Neuronia_CC                            0                   0
Neuronia_DGM                           0                   0
Neuronia_PDAL                          0                   0
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                               0                       0
Amperville_DGM                              0                       0
Circuiton_CC                                0                       0
Circuiton_DGM                               0                       0
Electropolis_CC                             0                       0
Electropolis_DGM                            0                       0
Voltagea_CC                                 0                       0
Voltagea_DGM                                0                       0
Binaryshire_CC                              0                       0
Binaryshire_DGM                             0                       0
Byteforge Domain_CC                         0                       0
Byteforge Domain_DGM                        1                       0
Infinitron Peninsula_CC                     0                       1
Infinitron Peninsula_DGM                    0                       0
Infoglen_CC                                 0                       0
Infoglen_DGM                                0                       0
Quantumridge_CC                             0                       0
Quantumridge_DGM                            0                       0
Cerebrica_CC                                0                       0
Cerebrica_DGM                               0                       0
Cerebrica_PDAL                              0                       0
Cortexia_CC                                 0                       0
Cortexia_DGM                                0                       0
Cortexia_PDAL                               0                       0
Neuronia_CC                                 0                       0
Neuronia_DGM                                0                       0
Neuronia_PDAL                               0                       0
                         Infinitron Peninsula_DGM Infoglen_CC Infoglen_DGM
Amperville_CC                                   0           0            0
Amperville_DGM                                  0           0            0
Circuiton_CC                                    0           0            0
Circuiton_DGM                                   0           0            0
Electropolis_CC                                 0           0            0
Electropolis_DGM                                0           0            0
Voltagea_CC                                     0           0            0
Voltagea_DGM                                    0           0            0
Binaryshire_CC                                  0           0            0
Binaryshire_DGM                                 0           0            0
Byteforge Domain_CC                             0           0            0
Byteforge Domain_DGM                            0           0            0
Infinitron Peninsula_CC                         0           0            0
Infinitron Peninsula_DGM                        1           0            0
Infoglen_CC                                     0           1            0
Infoglen_DGM                                    0           0            1
Quantumridge_CC                                 0           0            0
Quantumridge_DGM                                0           0            0
Cerebrica_CC                                    0           0            0
Cerebrica_DGM                                   0           0            0
Cerebrica_PDAL                                  0           0            0
Cortexia_CC                                     0           0            0
Cortexia_DGM                                    0           0            0
Cortexia_PDAL                                   0           0            0
Neuronia_CC                                     0           0            0
Neuronia_DGM                                    0           0            0
Neuronia_PDAL                                   0           0            0
                         Quantumridge_CC Quantumridge_DGM Cerebrica_CC
Amperville_CC                          0                0            0
Amperville_DGM                         0                0            0
Circuiton_CC                           0                0            0
Circuiton_DGM                          0                0            0
Electropolis_CC                        0                0            0
Electropolis_DGM                       0                0            0
Voltagea_CC                            0                0            0
Voltagea_DGM                           0                0            0
Binaryshire_CC                         0                0            0
Binaryshire_DGM                        0                0            0
Byteforge Domain_CC                    0                0            0
Byteforge Domain_DGM                   0                0            0
Infinitron Peninsula_CC                0                0            0
Infinitron Peninsula_DGM               0                0            0
Infoglen_CC                            0                0            0
Infoglen_DGM                           0                0            0
Quantumridge_CC                        1                0            0
Quantumridge_DGM                       0                1            0
Cerebrica_CC                           0                0            1
Cerebrica_DGM                          0                0            0
Cerebrica_PDAL                         0                0            0
Cortexia_CC                            0                0            0
Cortexia_DGM                           0                0            0
Cortexia_PDAL                          0                0            0
Neuronia_CC                            0                0            0
Neuronia_DGM                           0                0            0
Neuronia_PDAL                          0                0            0
                         Cerebrica_DGM Cerebrica_PDAL Cortexia_CC Cortexia_DGM
Amperville_CC                        0              0           0            0
Amperville_DGM                       0              0           0            0
Circuiton_CC                         0              0           0            0
Circuiton_DGM                        0              0           0            0
Electropolis_CC                      0              0           0            0
Electropolis_DGM                     0              0           0            0
Voltagea_CC                          0              0           0            0
Voltagea_DGM                         0              0           0            0
Binaryshire_CC                       0              0           0            0
Binaryshire_DGM                      0              0           0            0
Byteforge Domain_CC                  0              0           0            0
Byteforge Domain_DGM                 0              0           0            0
Infinitron Peninsula_CC              0              0           0            0
Infinitron Peninsula_DGM             0              0           0            0
Infoglen_CC                          0              0           0            0
Infoglen_DGM                         0              0           0            0
Quantumridge_CC                      0              0           0            0
Quantumridge_DGM                     0              0           0            0
Cerebrica_CC                         0              0           0            0
Cerebrica_DGM                        1              0           0            0
Cerebrica_PDAL                       0              1           0            0
Cortexia_CC                          0              0           1            0
Cortexia_DGM                         0              0           0            1
Cortexia_PDAL                        0              0           0            0
Neuronia_CC                          0              0           0            0
Neuronia_DGM                         0              0           0            0
Neuronia_PDAL                        0              0           0            0
                         Cortexia_PDAL Neuronia_CC Neuronia_DGM Neuronia_PDAL
Amperville_CC                        0           0            0             0
Amperville_DGM                       0           0            0             0
Circuiton_CC                         0           0            0             0
Circuiton_DGM                        0           0            0             0
Electropolis_CC                      0           0            0             0
Electropolis_DGM                     0           0            0             0
Voltagea_CC                          0           0            0             0
Voltagea_DGM                         0           0            0             0
Binaryshire_CC                       0           0            0             0
Binaryshire_DGM                      0           0            0             0
Byteforge Domain_CC                  0           0            0             0
Byteforge Domain_DGM                 0           0            0             0
Infinitron Peninsula_CC              0           0            0             0
Infinitron Peninsula_DGM             0           0            0             0
Infoglen_CC                          0           0            0             0
Infoglen_DGM                         0           0            0             0
Quantumridge_CC                      0           0            0             0
Quantumridge_DGM                     0           0            0             0
Cerebrica_CC                         0           0            0             0
Cerebrica_DGM                        0           0            0             0
Cerebrica_PDAL                       0           0            0             0
Cortexia_CC                          0           0            0             0
Cortexia_DGM                         0           0            0             0
Cortexia_PDAL                        1           0            0             0
Neuronia_CC                          0           1            0             0
Neuronia_DGM                         0           0            1             0
Neuronia_PDAL                        0           0            0             1


$B
$B$W
                         Amperville_CC Amperville_DGM   Circuiton_CC
Amperville_CC             0.0100000000   -0.004098775  0.00747822154
Amperville_DGM           -0.0040987754    0.010000000 -0.00360502889
Circuiton_CC              0.0074782215   -0.003605029  0.01000000000
Circuiton_DGM            -0.0032298979    0.007276634 -0.00380372314
Electropolis_CC           0.0074917886   -0.003765915  0.00765731419
Electropolis_DGM         -0.0029731656    0.007325666 -0.00323022150
Voltagea_CC               0.0077313784   -0.004169704  0.00740348472
Voltagea_DGM             -0.0034827858    0.007726008 -0.00315190193
Binaryshire_CC            0.0049576281   -0.001869945  0.00460518803
Binaryshire_DGM          -0.0003482226    0.004609524 -0.00002787358
Byteforge Domain_CC       0.0063710353   -0.003386653  0.00585000634
Byteforge Domain_DGM     -0.0022885019    0.006350988 -0.00187859140
Infinitron Peninsula_CC   0.0060906555   -0.002187229  0.00606744120
Infinitron Peninsula_DGM -0.0017430154    0.005858379 -0.00179488781
Infoglen_CC               0.0047619428   -0.002054845  0.00506085258
Infoglen_DGM             -0.0001545670    0.004876645 -0.00053942106
Quantumridge_CC           0.0064213448   -0.003092434  0.00608404623
Quantumridge_DGM         -0.0022829830    0.006422348 -0.00201748724
Cerebrica_CC             -0.0004061226    0.001991669 -0.00067955250
Cerebrica_DGM            -0.0024107569    0.004011303 -0.00196420169
Cerebrica_PDAL           -0.0026057580    0.003040959 -0.00249299975
Cortexia_CC              -0.0006635205    0.002091571 -0.00075872488
Cortexia_DGM             -0.0029946280    0.004137062 -0.00232174736
Cortexia_PDAL            -0.0028784873    0.003091332 -0.00252605146
Neuronia_CC              -0.0004022698    0.001381579 -0.00053141649
Neuronia_DGM             -0.0027753163    0.004155999 -0.00208455548
Neuronia_PDAL            -0.0026681839    0.002830464 -0.00232364306
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC             -0.003229898    0.0074917886     -0.002973166
Amperville_DGM             0.007276634   -0.0037659148      0.007325666
Circuiton_CC              -0.003803723    0.0076573142     -0.003230222
Circuiton_DGM              0.010000000   -0.0036167879      0.007662670
Electropolis_CC           -0.003616788    0.0100000000     -0.003615935
Electropolis_DGM           0.007662670   -0.0036159350      0.010000000
Voltagea_CC               -0.003537758    0.0072979492     -0.003112284
Voltagea_DGM               0.007282233   -0.0031547209      0.007138790
Binaryshire_CC            -0.001399197    0.0048740468     -0.001388949
Binaryshire_DGM            0.004340639   -0.0003099922      0.004667899
Byteforge Domain_CC       -0.002594840    0.0057281151     -0.002273933
Byteforge Domain_DGM       0.005853019   -0.0017865059      0.005749556
Infinitron Peninsula_CC   -0.001898852    0.0061080052     -0.001618080
Infinitron Peninsula_DGM   0.005941862   -0.0018284190      0.005922413
Infoglen_CC               -0.002064170    0.0052191138     -0.002040331
Infoglen_DGM               0.005390657   -0.0005882767      0.005499662
Quantumridge_CC           -0.002600134    0.0060270615     -0.002300007
Quantumridge_DGM           0.006186641   -0.0019752660      0.006070576
Cerebrica_CC               0.001975469   -0.0007066446      0.002063202
Cerebrica_DGM              0.003348448   -0.0018932006      0.003186088
Cerebrica_PDAL             0.002649328   -0.0023276800      0.002411797
Cortexia_CC                0.001939216   -0.0010438243      0.002298826
Cortexia_DGM               0.003021737   -0.0023172474      0.002970521
Cortexia_PDAL              0.002337758   -0.0025922384      0.002375356
Neuronia_CC                0.001269367   -0.0007904861      0.001478562
Neuronia_DGM               0.003041438   -0.0020114600      0.002877923
Neuronia_PDAL              0.002096784   -0.0023110912      0.001988412
                           Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC             0.0077313784 -0.003482786  0.00495762809
Amperville_DGM           -0.0041697037  0.007726008 -0.00186994543
Circuiton_CC              0.0074034847 -0.003151902  0.00460518803
Circuiton_DGM            -0.0035377578  0.007282233 -0.00139919696
Electropolis_CC           0.0072979492 -0.003154721  0.00487404681
Electropolis_DGM         -0.0031122843  0.007138790 -0.00138894890
Voltagea_CC               0.0100000000 -0.004024566  0.00503246858
Voltagea_DGM             -0.0040245665  0.010000000 -0.00179348830
Binaryshire_CC            0.0050324686 -0.001793488  0.01000000000
Binaryshire_DGM          -0.0008099444  0.005020966 -0.00388741987
Byteforge Domain_CC       0.0062366904 -0.003058142  0.00672331394
Byteforge Domain_DGM     -0.0025285783  0.006478446 -0.00309989260
Infinitron Peninsula_CC   0.0061210975 -0.002004642  0.00683183084
Infinitron Peninsula_DGM -0.0022760857  0.006255029 -0.00335371504
Infoglen_CC               0.0047367300 -0.001876230  0.00656207311
Infoglen_DGM             -0.0005859388  0.005248635 -0.00239275597
Quantumridge_CC           0.0064023437 -0.002825946  0.00667817525
Quantumridge_DGM         -0.0027393554  0.006698036 -0.00328713593
Cerebrica_CC             -0.0002488512  0.001760183  0.00173949275
Cerebrica_DGM            -0.0027101915  0.004187124 -0.00196369128
Cerebrica_PDAL           -0.0026573297  0.002956066 -0.00123512448
Cortexia_CC              -0.0006387398  0.001935404  0.00004837197
Cortexia_DGM             -0.0030469565  0.003997658 -0.00187813317
Cortexia_PDAL            -0.0028295625  0.002845385 -0.00184370395
Neuronia_CC              -0.0003280231  0.001152748  0.00092422026
Neuronia_DGM             -0.0028159998  0.003971755 -0.00095601802
Neuronia_PDAL            -0.0025998360  0.002525582 -0.00080993290
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC             -0.00034822258        0.0063710353
Amperville_DGM             0.00460952367       -0.0033866532
Circuiton_CC              -0.00002787358        0.0058500063
Circuiton_DGM              0.00434063927       -0.0025948400
Electropolis_CC           -0.00030999217        0.0057281151
Electropolis_DGM           0.00466789856       -0.0022739326
Voltagea_CC               -0.00080994440        0.0062366904
Voltagea_DGM               0.00502096630       -0.0030581418
Binaryshire_CC            -0.00388741987        0.0067233139
Binaryshire_DGM            0.01000000000       -0.0031468904
Byteforge Domain_CC       -0.00314689038        0.0100000000
Byteforge Domain_DGM       0.00677088301       -0.0045040367
Infinitron Peninsula_CC   -0.00200453089        0.0070880853
Infinitron Peninsula_DGM   0.00683631710       -0.0039309650
Infoglen_CC               -0.00297345327        0.0066091157
Infoglen_DGM               0.00666311480       -0.0027872092
Quantumridge_CC           -0.00260672253        0.0072589611
Quantumridge_DGM           0.00674758810       -0.0040060937
Cerebrica_CC              -0.00067402168        0.0001236052
Cerebrica_DGM              0.00268619802       -0.0034724336
Cerebrica_PDAL             0.00073556279       -0.0029301647
Cortexia_CC                0.00087241973       -0.0007601350
Cortexia_DGM               0.00204162099       -0.0036231963
Cortexia_PDAL              0.00116478824       -0.0033004809
Neuronia_CC               -0.00046872035        0.0001582749
Neuronia_DGM               0.00159240610       -0.0031115681
Neuronia_PDAL              0.00026334594       -0.0025179588
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                   -0.0022885019            0.0060906555
Amperville_DGM                   0.0063509876           -0.0021872288
Circuiton_CC                    -0.0018785914            0.0060674412
Circuiton_DGM                    0.0058530186           -0.0018988519
Electropolis_CC                 -0.0017865059            0.0061080052
Electropolis_DGM                 0.0057495562           -0.0016180800
Voltagea_CC                     -0.0025285783            0.0061210975
Voltagea_DGM                     0.0064784462           -0.0020046421
Binaryshire_CC                  -0.0030998926            0.0068318308
Binaryshire_DGM                  0.0067708830           -0.0020045309
Byteforge Domain_CC             -0.0045040367            0.0070880853
Byteforge Domain_DGM             0.0100000000           -0.0026916725
Infinitron Peninsula_CC         -0.0026916725            0.0100000000
Infinitron Peninsula_DGM         0.0072935983           -0.0034083742
Infoglen_CC                     -0.0033320910            0.0072603593
Infoglen_DGM                     0.0068337478           -0.0020467812
Quantumridge_CC                 -0.0034642038            0.0073424177
Quantumridge_DGM                 0.0074312008           -0.0028732483
Cerebrica_CC                     0.0007518425            0.0013670968
Cerebrica_DGM                    0.0040856390           -0.0016626655
Cerebrica_PDAL                   0.0024435800           -0.0012863413
Cortexia_CC                      0.0014006919            0.0004566789
Cortexia_DGM                     0.0037673530           -0.0020062061
Cortexia_PDAL                    0.0025612565           -0.0018542720
Neuronia_CC                      0.0001263855            0.0013639258
Neuronia_DGM                     0.0036277325           -0.0013069969
Neuronia_PDAL                    0.0018607840           -0.0009288383
                         Infinitron Peninsula_DGM   Infoglen_CC   Infoglen_DGM
Amperville_CC                      -0.00174301539  0.0047619428 -0.00015456698
Amperville_DGM                      0.00585837934 -0.0020548453  0.00487664495
Circuiton_CC                       -0.00179488781  0.0050608526 -0.00053942106
Circuiton_DGM                       0.00594186207 -0.0020641702  0.00539065716
Electropolis_CC                    -0.00182841899  0.0052191138 -0.00058827671
Electropolis_DGM                    0.00592241329 -0.0020403311  0.00549966203
Voltagea_CC                        -0.00227608570  0.0047367300 -0.00058593877
Voltagea_DGM                        0.00625502908 -0.0018762296  0.00524863536
Binaryshire_CC                     -0.00335371504  0.0065620731 -0.00239275597
Binaryshire_DGM                     0.00683631710 -0.0029734533  0.00666311480
Byteforge Domain_CC                -0.00393096495  0.0066091157 -0.00278720924
Byteforge Domain_DGM                0.00729359830 -0.0033320910  0.00683374776
Infinitron Peninsula_CC            -0.00340837416  0.0072603593 -0.00204678120
Infinitron Peninsula_DGM            0.01000000000 -0.0041074008  0.00738506108
Infoglen_CC                        -0.00410740075  0.0100000000 -0.00383250413
Infoglen_DGM                        0.00738506108 -0.0038325041  0.01000000000
Quantumridge_CC                    -0.00364799974  0.0065110006 -0.00224236853
Quantumridge_DGM                    0.00741121358 -0.0032831604  0.00673190075
Cerebrica_CC                       -0.00009109377  0.0007072052  0.00040885580
Cerebrica_DGM                       0.00331035778 -0.0019540577  0.00290821281
Cerebrica_PDAL                      0.00149858074 -0.0015947210  0.00138934944
Cortexia_CC                         0.00101913927 -0.0005035862  0.00142980980
Cortexia_DGM                        0.00296423649 -0.0021679050  0.00247543231
Cortexia_PDAL                       0.00189212826 -0.0022776866  0.00172660909
Neuronia_CC                        -0.00056615231  0.0005908927  0.00008958953
Neuronia_DGM                        0.00261582950 -0.0014760427  0.00233212843
Neuronia_PDAL                       0.00091390148 -0.0012579441  0.00096939660
                         Quantumridge_CC Quantumridge_DGM   Cerebrica_CC
Amperville_CC                0.006421345   -0.00228298295 -0.00040612259
Amperville_DGM              -0.003092434    0.00642234767  0.00199166900
Circuiton_CC                 0.006084046   -0.00201748724 -0.00067955250
Circuiton_DGM               -0.002600134    0.00618664135  0.00197546885
Electropolis_CC              0.006027061   -0.00197526604 -0.00070664457
Electropolis_DGM            -0.002300007    0.00607057611  0.00206320225
Voltagea_CC                  0.006402344   -0.00273935542 -0.00024885122
Voltagea_DGM                -0.002825946    0.00669803612  0.00176018269
Binaryshire_CC               0.006678175   -0.00328713593  0.00173949275
Binaryshire_DGM             -0.002606723    0.00674758810 -0.00067402168
Byteforge Domain_CC          0.007258961   -0.00400609371  0.00012360520
Byteforge Domain_DGM        -0.003464204    0.00743120082  0.00075184252
Infinitron Peninsula_CC      0.007342418   -0.00287324833  0.00136709682
Infinitron Peninsula_DGM    -0.003648000    0.00741121358 -0.00009109377
Infoglen_CC                  0.006511001   -0.00328316038  0.00070720523
Infoglen_DGM                -0.002242369    0.00673190075  0.00040885580
Quantumridge_CC              0.010000000   -0.00410028086  0.00121136659
Quantumridge_DGM            -0.004100281    0.01000000000  0.00009911439
Cerebrica_CC                 0.001211367    0.00009911439  0.01000000000
Cerebrica_DGM               -0.002534263    0.00389841932  0.00506218679
Cerebrica_PDAL              -0.001848273    0.00199835118  0.00667876233
Cortexia_CC                  0.000538524    0.00083301764  0.00586996531
Cortexia_DGM                -0.002689457    0.00350257011  0.00446921892
Cortexia_PDAL               -0.002123337    0.00207469083  0.00515174201
Neuronia_CC                  0.001578882   -0.00066510317  0.00571905036
Neuronia_DGM                -0.001800698    0.00299230869  0.00406213848
Neuronia_PDAL               -0.001074045    0.00105938133  0.00492082192
                         Cerebrica_DGM Cerebrica_PDAL    Cortexia_CC
Amperville_CC             -0.002410757  -0.0026057580 -0.00066352053
Amperville_DGM             0.004011303   0.0030409587  0.00209157060
Circuiton_CC              -0.001964202  -0.0024929998 -0.00075872488
Circuiton_DGM              0.003348448   0.0026493276  0.00193921610
Electropolis_CC           -0.001893201  -0.0023276800 -0.00104382434
Electropolis_DGM           0.003186088   0.0024117972  0.00229882577
Voltagea_CC               -0.002710191  -0.0026573297 -0.00063873980
Voltagea_DGM               0.004187124   0.0029560660  0.00193540406
Binaryshire_CC            -0.001963691  -0.0012351245  0.00004837197
Binaryshire_DGM            0.002686198   0.0007355628  0.00087241973
Byteforge Domain_CC       -0.003472434  -0.0029301647 -0.00076013502
Byteforge Domain_DGM       0.004085639   0.0024435800  0.00140069190
Infinitron Peninsula_CC   -0.001662666  -0.0012863413  0.00045667892
Infinitron Peninsula_DGM   0.003310358   0.0014985807  0.00101913927
Infoglen_CC               -0.001954058  -0.0015947210 -0.00050358622
Infoglen_DGM               0.002908213   0.0013893494  0.00142980980
Quantumridge_CC           -0.002534263  -0.0018482733  0.00053852395
Quantumridge_DGM           0.003898419   0.0019983512  0.00083301764
Cerebrica_CC               0.005062187   0.0066787623  0.00586996531
Cerebrica_DGM              0.010000000   0.0073591255  0.00471528400
Cerebrica_PDAL             0.007359125   0.0100000000  0.00554922477
Cortexia_CC                0.004715284   0.0055492248  0.01000000000
Cortexia_DGM               0.007050905   0.0065470831  0.00567036652
Cortexia_PDAL              0.006401915   0.0066545877  0.00698798815
Neuronia_CC                0.003679630   0.0049993436  0.00696355368
Neuronia_DGM               0.006434176   0.0059759119  0.00523388565
Neuronia_PDAL              0.005554828   0.0060925391  0.00640962461
                         Cortexia_DGM Cortexia_PDAL    Neuronia_CC Neuronia_DGM
Amperville_CC            -0.002994628  -0.002878487 -0.00040226976 -0.002775316
Amperville_DGM            0.004137062   0.003091332  0.00138157877  0.004155999
Circuiton_CC             -0.002321747  -0.002526051 -0.00053141649 -0.002084555
Circuiton_DGM             0.003021737   0.002337758  0.00126936688  0.003041438
Electropolis_CC          -0.002317247  -0.002592238 -0.00079048607 -0.002011460
Electropolis_DGM          0.002970521   0.002375356  0.00147856180  0.002877923
Voltagea_CC              -0.003046957  -0.002829562 -0.00032802314 -0.002816000
Voltagea_DGM              0.003997658   0.002845385  0.00115274764  0.003971755
Binaryshire_CC           -0.001878133  -0.001843704  0.00092422026 -0.000956018
Binaryshire_DGM           0.002041621   0.001164788 -0.00046872035  0.001592406
Byteforge Domain_CC      -0.003623196  -0.003300481  0.00015827487 -0.003111568
Byteforge Domain_DGM      0.003767353   0.002561256  0.00012638550  0.003627733
Infinitron Peninsula_CC  -0.002006206  -0.001854272  0.00136392582 -0.001306997
Infinitron Peninsula_DGM  0.002964236   0.001892128 -0.00056615231  0.002615830
Infoglen_CC              -0.002167905  -0.002277687  0.00059089271 -0.001476043
Infoglen_DGM              0.002475432   0.001726609  0.00008958953  0.002332128
Quantumridge_CC          -0.002689457  -0.002123337  0.00157888188 -0.001800698
Quantumridge_DGM          0.003502570   0.002074691 -0.00066510317  0.002992309
Cerebrica_CC              0.004469219   0.005151742  0.00571905036  0.004062138
Cerebrica_DGM             0.007050905   0.006401915  0.00367963000  0.006434176
Cerebrica_PDAL            0.006547083   0.006654588  0.00499934365  0.005975912
Cortexia_CC               0.005670367   0.006987988  0.00696355368  0.005233886
Cortexia_DGM              0.010000000   0.007495264  0.00422931711  0.007245289
Cortexia_PDAL             0.007495264   0.010000000  0.00575619327  0.006873378
Neuronia_CC               0.004229317   0.005756193  0.01000000000  0.005045864
Neuronia_DGM              0.007245289   0.006873378  0.00504586448  0.010000000
Neuronia_PDAL             0.006412701   0.007115008  0.00688897930  0.007275591
                         Neuronia_PDAL
Amperville_CC            -0.0026681839
Amperville_DGM            0.0028304643
Circuiton_CC             -0.0023236431
Circuiton_DGM             0.0020967840
Electropolis_CC          -0.0023110912
Electropolis_DGM          0.0019884120
Voltagea_CC              -0.0025998360
Voltagea_DGM              0.0025255817
Binaryshire_CC           -0.0008099329
Binaryshire_DGM           0.0002633459
Byteforge Domain_CC      -0.0025179588
Byteforge Domain_DGM      0.0018607840
Infinitron Peninsula_CC  -0.0009288383
Infinitron Peninsula_DGM  0.0009139015
Infoglen_CC              -0.0012579441
Infoglen_DGM              0.0009693966
Quantumridge_CC          -0.0010740447
Quantumridge_DGM          0.0010593813
Cerebrica_CC              0.0049208219
Cerebrica_DGM             0.0055548280
Cerebrica_PDAL            0.0060925391
Cortexia_CC               0.0064096246
Cortexia_DGM              0.0064127009
Cortexia_PDAL             0.0071150085
Neuronia_CC               0.0068889793
Neuronia_DGM              0.0072755910
Neuronia_PDAL             0.0100000000
attr(,"lambda")
[1] 0.2018869
attr(,"lambda.estimated")
[1] TRUE

$B$sig_ddelta
[1] 0.1

$B$m_mmu_T
           Amperville_CC           Amperville_DGM             Circuiton_CC 
             -2.62397957              -1.32174447              -1.53315772 
           Circuiton_DGM          Electropolis_CC         Electropolis_DGM 
              0.02204163              -0.17860816               0.02013821 
             Voltagea_CC             Voltagea_DGM           Binaryshire_CC 
             -1.41724640              -0.29815982               1.86892966 
         Binaryshire_DGM      Byteforge Domain_CC     Byteforge Domain_DGM 
             -1.84206572              -0.13317500              -1.59538901 
 Infinitron Peninsula_CC Infinitron Peninsula_DGM              Infoglen_CC 
              0.60525161               0.11078878               0.08783339 
            Infoglen_DGM          Quantumridge_CC         Quantumridge_DGM 
             -0.15707185              -0.88420371              -0.58859995 
            Cerebrica_CC            Cerebrica_DGM           Cerebrica_PDAL 
              1.29926974               1.31079563               1.35536861 
             Cortexia_CC             Cortexia_DGM            Cortexia_PDAL 
             -0.56653821              -0.21521451               0.12248760 
             Neuronia_CC             Neuronia_DGM            Neuronia_PDAL 
             -2.48945680              -1.07175039              -1.63165862 

$B$V_mmu_T
                         Amperville_CC Amperville_DGM Circuiton_CC
Amperville_CC                        1              0            0
Amperville_DGM                       0              1            0
Circuiton_CC                         0              0            1
Circuiton_DGM                        0              0            0
Electropolis_CC                      0              0            0
Electropolis_DGM                     0              0            0
Voltagea_CC                          0              0            0
Voltagea_DGM                         0              0            0
Binaryshire_CC                       0              0            0
Binaryshire_DGM                      0              0            0
Byteforge Domain_CC                  0              0            0
Byteforge Domain_DGM                 0              0            0
Infinitron Peninsula_CC              0              0            0
Infinitron Peninsula_DGM             0              0            0
Infoglen_CC                          0              0            0
Infoglen_DGM                         0              0            0
Quantumridge_CC                      0              0            0
Quantumridge_DGM                     0              0            0
Cerebrica_CC                         0              0            0
Cerebrica_DGM                        0              0            0
Cerebrica_PDAL                       0              0            0
Cortexia_CC                          0              0            0
Cortexia_DGM                         0              0            0
Cortexia_PDAL                        0              0            0
Neuronia_CC                          0              0            0
Neuronia_DGM                         0              0            0
Neuronia_PDAL                        0              0            0
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC                        0               0                0
Amperville_DGM                       0               0                0
Circuiton_CC                         0               0                0
Circuiton_DGM                        1               0                0
Electropolis_CC                      0               1                0
Electropolis_DGM                     0               0                1
Voltagea_CC                          0               0                0
Voltagea_DGM                         0               0                0
Binaryshire_CC                       0               0                0
Binaryshire_DGM                      0               0                0
Byteforge Domain_CC                  0               0                0
Byteforge Domain_DGM                 0               0                0
Infinitron Peninsula_CC              0               0                0
Infinitron Peninsula_DGM             0               0                0
Infoglen_CC                          0               0                0
Infoglen_DGM                         0               0                0
Quantumridge_CC                      0               0                0
Quantumridge_DGM                     0               0                0
Cerebrica_CC                         0               0                0
Cerebrica_DGM                        0               0                0
Cerebrica_PDAL                       0               0                0
Cortexia_CC                          0               0                0
Cortexia_DGM                         0               0                0
Cortexia_PDAL                        0               0                0
Neuronia_CC                          0               0                0
Neuronia_DGM                         0               0                0
Neuronia_PDAL                        0               0                0
                         Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC                      0            0              0
Amperville_DGM                     0            0              0
Circuiton_CC                       0            0              0
Circuiton_DGM                      0            0              0
Electropolis_CC                    0            0              0
Electropolis_DGM                   0            0              0
Voltagea_CC                        1            0              0
Voltagea_DGM                       0            1              0
Binaryshire_CC                     0            0              1
Binaryshire_DGM                    0            0              0
Byteforge Domain_CC                0            0              0
Byteforge Domain_DGM               0            0              0
Infinitron Peninsula_CC            0            0              0
Infinitron Peninsula_DGM           0            0              0
Infoglen_CC                        0            0              0
Infoglen_DGM                       0            0              0
Quantumridge_CC                    0            0              0
Quantumridge_DGM                   0            0              0
Cerebrica_CC                       0            0              0
Cerebrica_DGM                      0            0              0
Cerebrica_PDAL                     0            0              0
Cortexia_CC                        0            0              0
Cortexia_DGM                       0            0              0
Cortexia_PDAL                      0            0              0
Neuronia_CC                        0            0              0
Neuronia_DGM                       0            0              0
Neuronia_PDAL                      0            0              0
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC                          0                   0
Amperville_DGM                         0                   0
Circuiton_CC                           0                   0
Circuiton_DGM                          0                   0
Electropolis_CC                        0                   0
Electropolis_DGM                       0                   0
Voltagea_CC                            0                   0
Voltagea_DGM                           0                   0
Binaryshire_CC                         0                   0
Binaryshire_DGM                        1                   0
Byteforge Domain_CC                    0                   1
Byteforge Domain_DGM                   0                   0
Infinitron Peninsula_CC                0                   0
Infinitron Peninsula_DGM               0                   0
Infoglen_CC                            0                   0
Infoglen_DGM                           0                   0
Quantumridge_CC                        0                   0
Quantumridge_DGM                       0                   0
Cerebrica_CC                           0                   0
Cerebrica_DGM                          0                   0
Cerebrica_PDAL                         0                   0
Cortexia_CC                            0                   0
Cortexia_DGM                           0                   0
Cortexia_PDAL                          0                   0
Neuronia_CC                            0                   0
Neuronia_DGM                           0                   0
Neuronia_PDAL                          0                   0
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                               0                       0
Amperville_DGM                              0                       0
Circuiton_CC                                0                       0
Circuiton_DGM                               0                       0
Electropolis_CC                             0                       0
Electropolis_DGM                            0                       0
Voltagea_CC                                 0                       0
Voltagea_DGM                                0                       0
Binaryshire_CC                              0                       0
Binaryshire_DGM                             0                       0
Byteforge Domain_CC                         0                       0
Byteforge Domain_DGM                        1                       0
Infinitron Peninsula_CC                     0                       1
Infinitron Peninsula_DGM                    0                       0
Infoglen_CC                                 0                       0
Infoglen_DGM                                0                       0
Quantumridge_CC                             0                       0
Quantumridge_DGM                            0                       0
Cerebrica_CC                                0                       0
Cerebrica_DGM                               0                       0
Cerebrica_PDAL                              0                       0
Cortexia_CC                                 0                       0
Cortexia_DGM                                0                       0
Cortexia_PDAL                               0                       0
Neuronia_CC                                 0                       0
Neuronia_DGM                                0                       0
Neuronia_PDAL                               0                       0
                         Infinitron Peninsula_DGM Infoglen_CC Infoglen_DGM
Amperville_CC                                   0           0            0
Amperville_DGM                                  0           0            0
Circuiton_CC                                    0           0            0
Circuiton_DGM                                   0           0            0
Electropolis_CC                                 0           0            0
Electropolis_DGM                                0           0            0
Voltagea_CC                                     0           0            0
Voltagea_DGM                                    0           0            0
Binaryshire_CC                                  0           0            0
Binaryshire_DGM                                 0           0            0
Byteforge Domain_CC                             0           0            0
Byteforge Domain_DGM                            0           0            0
Infinitron Peninsula_CC                         0           0            0
Infinitron Peninsula_DGM                        1           0            0
Infoglen_CC                                     0           1            0
Infoglen_DGM                                    0           0            1
Quantumridge_CC                                 0           0            0
Quantumridge_DGM                                0           0            0
Cerebrica_CC                                    0           0            0
Cerebrica_DGM                                   0           0            0
Cerebrica_PDAL                                  0           0            0
Cortexia_CC                                     0           0            0
Cortexia_DGM                                    0           0            0
Cortexia_PDAL                                   0           0            0
Neuronia_CC                                     0           0            0
Neuronia_DGM                                    0           0            0
Neuronia_PDAL                                   0           0            0
                         Quantumridge_CC Quantumridge_DGM Cerebrica_CC
Amperville_CC                          0                0            0
Amperville_DGM                         0                0            0
Circuiton_CC                           0                0            0
Circuiton_DGM                          0                0            0
Electropolis_CC                        0                0            0
Electropolis_DGM                       0                0            0
Voltagea_CC                            0                0            0
Voltagea_DGM                           0                0            0
Binaryshire_CC                         0                0            0
Binaryshire_DGM                        0                0            0
Byteforge Domain_CC                    0                0            0
Byteforge Domain_DGM                   0                0            0
Infinitron Peninsula_CC                0                0            0
Infinitron Peninsula_DGM               0                0            0
Infoglen_CC                            0                0            0
Infoglen_DGM                           0                0            0
Quantumridge_CC                        1                0            0
Quantumridge_DGM                       0                1            0
Cerebrica_CC                           0                0            1
Cerebrica_DGM                          0                0            0
Cerebrica_PDAL                         0                0            0
Cortexia_CC                            0                0            0
Cortexia_DGM                           0                0            0
Cortexia_PDAL                          0                0            0
Neuronia_CC                            0                0            0
Neuronia_DGM                           0                0            0
Neuronia_PDAL                          0                0            0
                         Cerebrica_DGM Cerebrica_PDAL Cortexia_CC Cortexia_DGM
Amperville_CC                        0              0           0            0
Amperville_DGM                       0              0           0            0
Circuiton_CC                         0              0           0            0
Circuiton_DGM                        0              0           0            0
Electropolis_CC                      0              0           0            0
Electropolis_DGM                     0              0           0            0
Voltagea_CC                          0              0           0            0
Voltagea_DGM                         0              0           0            0
Binaryshire_CC                       0              0           0            0
Binaryshire_DGM                      0              0           0            0
Byteforge Domain_CC                  0              0           0            0
Byteforge Domain_DGM                 0              0           0            0
Infinitron Peninsula_CC              0              0           0            0
Infinitron Peninsula_DGM             0              0           0            0
Infoglen_CC                          0              0           0            0
Infoglen_DGM                         0              0           0            0
Quantumridge_CC                      0              0           0            0
Quantumridge_DGM                     0              0           0            0
Cerebrica_CC                         0              0           0            0
Cerebrica_DGM                        1              0           0            0
Cerebrica_PDAL                       0              1           0            0
Cortexia_CC                          0              0           1            0
Cortexia_DGM                         0              0           0            1
Cortexia_PDAL                        0              0           0            0
Neuronia_CC                          0              0           0            0
Neuronia_DGM                         0              0           0            0
Neuronia_PDAL                        0              0           0            0
                         Cortexia_PDAL Neuronia_CC Neuronia_DGM Neuronia_PDAL
Amperville_CC                        0           0            0             0
Amperville_DGM                       0           0            0             0
Circuiton_CC                         0           0            0             0
Circuiton_DGM                        0           0            0             0
Electropolis_CC                      0           0            0             0
Electropolis_DGM                     0           0            0             0
Voltagea_CC                          0           0            0             0
Voltagea_DGM                         0           0            0             0
Binaryshire_CC                       0           0            0             0
Binaryshire_DGM                      0           0            0             0
Byteforge Domain_CC                  0           0            0             0
Byteforge Domain_DGM                 0           0            0             0
Infinitron Peninsula_CC              0           0            0             0
Infinitron Peninsula_DGM             0           0            0             0
Infoglen_CC                          0           0            0             0
Infoglen_DGM                         0           0            0             0
Quantumridge_CC                      0           0            0             0
Quantumridge_DGM                     0           0            0             0
Cerebrica_CC                         0           0            0             0
Cerebrica_DGM                        0           0            0             0
Cerebrica_PDAL                       0           0            0             0
Cortexia_CC                          0           0            0             0
Cortexia_DGM                         0           0            0             0
Cortexia_PDAL                        1           0            0             0
Neuronia_CC                          0           1            0             0
Neuronia_DGM                         0           0            1             0
Neuronia_PDAL                        0           0            0             1


$A
$A$W
                         Amperville_CC Amperville_DGM   Circuiton_CC
Amperville_CC             0.0100000000   -0.004098775  0.00747822154
Amperville_DGM           -0.0040987754    0.010000000 -0.00360502889
Circuiton_CC              0.0074782215   -0.003605029  0.01000000000
Circuiton_DGM            -0.0032298979    0.007276634 -0.00380372314
Electropolis_CC           0.0074917886   -0.003765915  0.00765731419
Electropolis_DGM         -0.0029731656    0.007325666 -0.00323022150
Voltagea_CC               0.0077313784   -0.004169704  0.00740348472
Voltagea_DGM             -0.0034827858    0.007726008 -0.00315190193
Binaryshire_CC            0.0049576281   -0.001869945  0.00460518803
Binaryshire_DGM          -0.0003482226    0.004609524 -0.00002787358
Byteforge Domain_CC       0.0063710353   -0.003386653  0.00585000634
Byteforge Domain_DGM     -0.0022885019    0.006350988 -0.00187859140
Infinitron Peninsula_CC   0.0060906555   -0.002187229  0.00606744120
Infinitron Peninsula_DGM -0.0017430154    0.005858379 -0.00179488781
Infoglen_CC               0.0047619428   -0.002054845  0.00506085258
Infoglen_DGM             -0.0001545670    0.004876645 -0.00053942106
Quantumridge_CC           0.0064213448   -0.003092434  0.00608404623
Quantumridge_DGM         -0.0022829830    0.006422348 -0.00201748724
Cerebrica_CC             -0.0004061226    0.001991669 -0.00067955250
Cerebrica_DGM            -0.0024107569    0.004011303 -0.00196420169
Cerebrica_PDAL           -0.0026057580    0.003040959 -0.00249299975
Cortexia_CC              -0.0006635205    0.002091571 -0.00075872488
Cortexia_DGM             -0.0029946280    0.004137062 -0.00232174736
Cortexia_PDAL            -0.0028784873    0.003091332 -0.00252605146
Neuronia_CC              -0.0004022698    0.001381579 -0.00053141649
Neuronia_DGM             -0.0027753163    0.004155999 -0.00208455548
Neuronia_PDAL            -0.0026681839    0.002830464 -0.00232364306
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC             -0.003229898    0.0074917886     -0.002973166
Amperville_DGM             0.007276634   -0.0037659148      0.007325666
Circuiton_CC              -0.003803723    0.0076573142     -0.003230222
Circuiton_DGM              0.010000000   -0.0036167879      0.007662670
Electropolis_CC           -0.003616788    0.0100000000     -0.003615935
Electropolis_DGM           0.007662670   -0.0036159350      0.010000000
Voltagea_CC               -0.003537758    0.0072979492     -0.003112284
Voltagea_DGM               0.007282233   -0.0031547209      0.007138790
Binaryshire_CC            -0.001399197    0.0048740468     -0.001388949
Binaryshire_DGM            0.004340639   -0.0003099922      0.004667899
Byteforge Domain_CC       -0.002594840    0.0057281151     -0.002273933
Byteforge Domain_DGM       0.005853019   -0.0017865059      0.005749556
Infinitron Peninsula_CC   -0.001898852    0.0061080052     -0.001618080
Infinitron Peninsula_DGM   0.005941862   -0.0018284190      0.005922413
Infoglen_CC               -0.002064170    0.0052191138     -0.002040331
Infoglen_DGM               0.005390657   -0.0005882767      0.005499662
Quantumridge_CC           -0.002600134    0.0060270615     -0.002300007
Quantumridge_DGM           0.006186641   -0.0019752660      0.006070576
Cerebrica_CC               0.001975469   -0.0007066446      0.002063202
Cerebrica_DGM              0.003348448   -0.0018932006      0.003186088
Cerebrica_PDAL             0.002649328   -0.0023276800      0.002411797
Cortexia_CC                0.001939216   -0.0010438243      0.002298826
Cortexia_DGM               0.003021737   -0.0023172474      0.002970521
Cortexia_PDAL              0.002337758   -0.0025922384      0.002375356
Neuronia_CC                0.001269367   -0.0007904861      0.001478562
Neuronia_DGM               0.003041438   -0.0020114600      0.002877923
Neuronia_PDAL              0.002096784   -0.0023110912      0.001988412
                           Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC             0.0077313784 -0.003482786  0.00495762809
Amperville_DGM           -0.0041697037  0.007726008 -0.00186994543
Circuiton_CC              0.0074034847 -0.003151902  0.00460518803
Circuiton_DGM            -0.0035377578  0.007282233 -0.00139919696
Electropolis_CC           0.0072979492 -0.003154721  0.00487404681
Electropolis_DGM         -0.0031122843  0.007138790 -0.00138894890
Voltagea_CC               0.0100000000 -0.004024566  0.00503246858
Voltagea_DGM             -0.0040245665  0.010000000 -0.00179348830
Binaryshire_CC            0.0050324686 -0.001793488  0.01000000000
Binaryshire_DGM          -0.0008099444  0.005020966 -0.00388741987
Byteforge Domain_CC       0.0062366904 -0.003058142  0.00672331394
Byteforge Domain_DGM     -0.0025285783  0.006478446 -0.00309989260
Infinitron Peninsula_CC   0.0061210975 -0.002004642  0.00683183084
Infinitron Peninsula_DGM -0.0022760857  0.006255029 -0.00335371504
Infoglen_CC               0.0047367300 -0.001876230  0.00656207311
Infoglen_DGM             -0.0005859388  0.005248635 -0.00239275597
Quantumridge_CC           0.0064023437 -0.002825946  0.00667817525
Quantumridge_DGM         -0.0027393554  0.006698036 -0.00328713593
Cerebrica_CC             -0.0002488512  0.001760183  0.00173949275
Cerebrica_DGM            -0.0027101915  0.004187124 -0.00196369128
Cerebrica_PDAL           -0.0026573297  0.002956066 -0.00123512448
Cortexia_CC              -0.0006387398  0.001935404  0.00004837197
Cortexia_DGM             -0.0030469565  0.003997658 -0.00187813317
Cortexia_PDAL            -0.0028295625  0.002845385 -0.00184370395
Neuronia_CC              -0.0003280231  0.001152748  0.00092422026
Neuronia_DGM             -0.0028159998  0.003971755 -0.00095601802
Neuronia_PDAL            -0.0025998360  0.002525582 -0.00080993290
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC             -0.00034822258        0.0063710353
Amperville_DGM             0.00460952367       -0.0033866532
Circuiton_CC              -0.00002787358        0.0058500063
Circuiton_DGM              0.00434063927       -0.0025948400
Electropolis_CC           -0.00030999217        0.0057281151
Electropolis_DGM           0.00466789856       -0.0022739326
Voltagea_CC               -0.00080994440        0.0062366904
Voltagea_DGM               0.00502096630       -0.0030581418
Binaryshire_CC            -0.00388741987        0.0067233139
Binaryshire_DGM            0.01000000000       -0.0031468904
Byteforge Domain_CC       -0.00314689038        0.0100000000
Byteforge Domain_DGM       0.00677088301       -0.0045040367
Infinitron Peninsula_CC   -0.00200453089        0.0070880853
Infinitron Peninsula_DGM   0.00683631710       -0.0039309650
Infoglen_CC               -0.00297345327        0.0066091157
Infoglen_DGM               0.00666311480       -0.0027872092
Quantumridge_CC           -0.00260672253        0.0072589611
Quantumridge_DGM           0.00674758810       -0.0040060937
Cerebrica_CC              -0.00067402168        0.0001236052
Cerebrica_DGM              0.00268619802       -0.0034724336
Cerebrica_PDAL             0.00073556279       -0.0029301647
Cortexia_CC                0.00087241973       -0.0007601350
Cortexia_DGM               0.00204162099       -0.0036231963
Cortexia_PDAL              0.00116478824       -0.0033004809
Neuronia_CC               -0.00046872035        0.0001582749
Neuronia_DGM               0.00159240610       -0.0031115681
Neuronia_PDAL              0.00026334594       -0.0025179588
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                   -0.0022885019            0.0060906555
Amperville_DGM                   0.0063509876           -0.0021872288
Circuiton_CC                    -0.0018785914            0.0060674412
Circuiton_DGM                    0.0058530186           -0.0018988519
Electropolis_CC                 -0.0017865059            0.0061080052
Electropolis_DGM                 0.0057495562           -0.0016180800
Voltagea_CC                     -0.0025285783            0.0061210975
Voltagea_DGM                     0.0064784462           -0.0020046421
Binaryshire_CC                  -0.0030998926            0.0068318308
Binaryshire_DGM                  0.0067708830           -0.0020045309
Byteforge Domain_CC             -0.0045040367            0.0070880853
Byteforge Domain_DGM             0.0100000000           -0.0026916725
Infinitron Peninsula_CC         -0.0026916725            0.0100000000
Infinitron Peninsula_DGM         0.0072935983           -0.0034083742
Infoglen_CC                     -0.0033320910            0.0072603593
Infoglen_DGM                     0.0068337478           -0.0020467812
Quantumridge_CC                 -0.0034642038            0.0073424177
Quantumridge_DGM                 0.0074312008           -0.0028732483
Cerebrica_CC                     0.0007518425            0.0013670968
Cerebrica_DGM                    0.0040856390           -0.0016626655
Cerebrica_PDAL                   0.0024435800           -0.0012863413
Cortexia_CC                      0.0014006919            0.0004566789
Cortexia_DGM                     0.0037673530           -0.0020062061
Cortexia_PDAL                    0.0025612565           -0.0018542720
Neuronia_CC                      0.0001263855            0.0013639258
Neuronia_DGM                     0.0036277325           -0.0013069969
Neuronia_PDAL                    0.0018607840           -0.0009288383
                         Infinitron Peninsula_DGM   Infoglen_CC   Infoglen_DGM
Amperville_CC                      -0.00174301539  0.0047619428 -0.00015456698
Amperville_DGM                      0.00585837934 -0.0020548453  0.00487664495
Circuiton_CC                       -0.00179488781  0.0050608526 -0.00053942106
Circuiton_DGM                       0.00594186207 -0.0020641702  0.00539065716
Electropolis_CC                    -0.00182841899  0.0052191138 -0.00058827671
Electropolis_DGM                    0.00592241329 -0.0020403311  0.00549966203
Voltagea_CC                        -0.00227608570  0.0047367300 -0.00058593877
Voltagea_DGM                        0.00625502908 -0.0018762296  0.00524863536
Binaryshire_CC                     -0.00335371504  0.0065620731 -0.00239275597
Binaryshire_DGM                     0.00683631710 -0.0029734533  0.00666311480
Byteforge Domain_CC                -0.00393096495  0.0066091157 -0.00278720924
Byteforge Domain_DGM                0.00729359830 -0.0033320910  0.00683374776
Infinitron Peninsula_CC            -0.00340837416  0.0072603593 -0.00204678120
Infinitron Peninsula_DGM            0.01000000000 -0.0041074008  0.00738506108
Infoglen_CC                        -0.00410740075  0.0100000000 -0.00383250413
Infoglen_DGM                        0.00738506108 -0.0038325041  0.01000000000
Quantumridge_CC                    -0.00364799974  0.0065110006 -0.00224236853
Quantumridge_DGM                    0.00741121358 -0.0032831604  0.00673190075
Cerebrica_CC                       -0.00009109377  0.0007072052  0.00040885580
Cerebrica_DGM                       0.00331035778 -0.0019540577  0.00290821281
Cerebrica_PDAL                      0.00149858074 -0.0015947210  0.00138934944
Cortexia_CC                         0.00101913927 -0.0005035862  0.00142980980
Cortexia_DGM                        0.00296423649 -0.0021679050  0.00247543231
Cortexia_PDAL                       0.00189212826 -0.0022776866  0.00172660909
Neuronia_CC                        -0.00056615231  0.0005908927  0.00008958953
Neuronia_DGM                        0.00261582950 -0.0014760427  0.00233212843
Neuronia_PDAL                       0.00091390148 -0.0012579441  0.00096939660
                         Quantumridge_CC Quantumridge_DGM   Cerebrica_CC
Amperville_CC                0.006421345   -0.00228298295 -0.00040612259
Amperville_DGM              -0.003092434    0.00642234767  0.00199166900
Circuiton_CC                 0.006084046   -0.00201748724 -0.00067955250
Circuiton_DGM               -0.002600134    0.00618664135  0.00197546885
Electropolis_CC              0.006027061   -0.00197526604 -0.00070664457
Electropolis_DGM            -0.002300007    0.00607057611  0.00206320225
Voltagea_CC                  0.006402344   -0.00273935542 -0.00024885122
Voltagea_DGM                -0.002825946    0.00669803612  0.00176018269
Binaryshire_CC               0.006678175   -0.00328713593  0.00173949275
Binaryshire_DGM             -0.002606723    0.00674758810 -0.00067402168
Byteforge Domain_CC          0.007258961   -0.00400609371  0.00012360520
Byteforge Domain_DGM        -0.003464204    0.00743120082  0.00075184252
Infinitron Peninsula_CC      0.007342418   -0.00287324833  0.00136709682
Infinitron Peninsula_DGM    -0.003648000    0.00741121358 -0.00009109377
Infoglen_CC                  0.006511001   -0.00328316038  0.00070720523
Infoglen_DGM                -0.002242369    0.00673190075  0.00040885580
Quantumridge_CC              0.010000000   -0.00410028086  0.00121136659
Quantumridge_DGM            -0.004100281    0.01000000000  0.00009911439
Cerebrica_CC                 0.001211367    0.00009911439  0.01000000000
Cerebrica_DGM               -0.002534263    0.00389841932  0.00506218679
Cerebrica_PDAL              -0.001848273    0.00199835118  0.00667876233
Cortexia_CC                  0.000538524    0.00083301764  0.00586996531
Cortexia_DGM                -0.002689457    0.00350257011  0.00446921892
Cortexia_PDAL               -0.002123337    0.00207469083  0.00515174201
Neuronia_CC                  0.001578882   -0.00066510317  0.00571905036
Neuronia_DGM                -0.001800698    0.00299230869  0.00406213848
Neuronia_PDAL               -0.001074045    0.00105938133  0.00492082192
                         Cerebrica_DGM Cerebrica_PDAL    Cortexia_CC
Amperville_CC             -0.002410757  -0.0026057580 -0.00066352053
Amperville_DGM             0.004011303   0.0030409587  0.00209157060
Circuiton_CC              -0.001964202  -0.0024929998 -0.00075872488
Circuiton_DGM              0.003348448   0.0026493276  0.00193921610
Electropolis_CC           -0.001893201  -0.0023276800 -0.00104382434
Electropolis_DGM           0.003186088   0.0024117972  0.00229882577
Voltagea_CC               -0.002710191  -0.0026573297 -0.00063873980
Voltagea_DGM               0.004187124   0.0029560660  0.00193540406
Binaryshire_CC            -0.001963691  -0.0012351245  0.00004837197
Binaryshire_DGM            0.002686198   0.0007355628  0.00087241973
Byteforge Domain_CC       -0.003472434  -0.0029301647 -0.00076013502
Byteforge Domain_DGM       0.004085639   0.0024435800  0.00140069190
Infinitron Peninsula_CC   -0.001662666  -0.0012863413  0.00045667892
Infinitron Peninsula_DGM   0.003310358   0.0014985807  0.00101913927
Infoglen_CC               -0.001954058  -0.0015947210 -0.00050358622
Infoglen_DGM               0.002908213   0.0013893494  0.00142980980
Quantumridge_CC           -0.002534263  -0.0018482733  0.00053852395
Quantumridge_DGM           0.003898419   0.0019983512  0.00083301764
Cerebrica_CC               0.005062187   0.0066787623  0.00586996531
Cerebrica_DGM              0.010000000   0.0073591255  0.00471528400
Cerebrica_PDAL             0.007359125   0.0100000000  0.00554922477
Cortexia_CC                0.004715284   0.0055492248  0.01000000000
Cortexia_DGM               0.007050905   0.0065470831  0.00567036652
Cortexia_PDAL              0.006401915   0.0066545877  0.00698798815
Neuronia_CC                0.003679630   0.0049993436  0.00696355368
Neuronia_DGM               0.006434176   0.0059759119  0.00523388565
Neuronia_PDAL              0.005554828   0.0060925391  0.00640962461
                         Cortexia_DGM Cortexia_PDAL    Neuronia_CC Neuronia_DGM
Amperville_CC            -0.002994628  -0.002878487 -0.00040226976 -0.002775316
Amperville_DGM            0.004137062   0.003091332  0.00138157877  0.004155999
Circuiton_CC             -0.002321747  -0.002526051 -0.00053141649 -0.002084555
Circuiton_DGM             0.003021737   0.002337758  0.00126936688  0.003041438
Electropolis_CC          -0.002317247  -0.002592238 -0.00079048607 -0.002011460
Electropolis_DGM          0.002970521   0.002375356  0.00147856180  0.002877923
Voltagea_CC              -0.003046957  -0.002829562 -0.00032802314 -0.002816000
Voltagea_DGM              0.003997658   0.002845385  0.00115274764  0.003971755
Binaryshire_CC           -0.001878133  -0.001843704  0.00092422026 -0.000956018
Binaryshire_DGM           0.002041621   0.001164788 -0.00046872035  0.001592406
Byteforge Domain_CC      -0.003623196  -0.003300481  0.00015827487 -0.003111568
Byteforge Domain_DGM      0.003767353   0.002561256  0.00012638550  0.003627733
Infinitron Peninsula_CC  -0.002006206  -0.001854272  0.00136392582 -0.001306997
Infinitron Peninsula_DGM  0.002964236   0.001892128 -0.00056615231  0.002615830
Infoglen_CC              -0.002167905  -0.002277687  0.00059089271 -0.001476043
Infoglen_DGM              0.002475432   0.001726609  0.00008958953  0.002332128
Quantumridge_CC          -0.002689457  -0.002123337  0.00157888188 -0.001800698
Quantumridge_DGM          0.003502570   0.002074691 -0.00066510317  0.002992309
Cerebrica_CC              0.004469219   0.005151742  0.00571905036  0.004062138
Cerebrica_DGM             0.007050905   0.006401915  0.00367963000  0.006434176
Cerebrica_PDAL            0.006547083   0.006654588  0.00499934365  0.005975912
Cortexia_CC               0.005670367   0.006987988  0.00696355368  0.005233886
Cortexia_DGM              0.010000000   0.007495264  0.00422931711  0.007245289
Cortexia_PDAL             0.007495264   0.010000000  0.00575619327  0.006873378
Neuronia_CC               0.004229317   0.005756193  0.01000000000  0.005045864
Neuronia_DGM              0.007245289   0.006873378  0.00504586448  0.010000000
Neuronia_PDAL             0.006412701   0.007115008  0.00688897930  0.007275591
                         Neuronia_PDAL
Amperville_CC            -0.0026681839
Amperville_DGM            0.0028304643
Circuiton_CC             -0.0023236431
Circuiton_DGM             0.0020967840
Electropolis_CC          -0.0023110912
Electropolis_DGM          0.0019884120
Voltagea_CC              -0.0025998360
Voltagea_DGM              0.0025255817
Binaryshire_CC           -0.0008099329
Binaryshire_DGM           0.0002633459
Byteforge Domain_CC      -0.0025179588
Byteforge Domain_DGM      0.0018607840
Infinitron Peninsula_CC  -0.0009288383
Infinitron Peninsula_DGM  0.0009139015
Infoglen_CC              -0.0012579441
Infoglen_DGM              0.0009693966
Quantumridge_CC          -0.0010740447
Quantumridge_DGM          0.0010593813
Cerebrica_CC              0.0049208219
Cerebrica_DGM             0.0055548280
Cerebrica_PDAL            0.0060925391
Cortexia_CC               0.0064096246
Cortexia_DGM              0.0064127009
Cortexia_PDAL             0.0071150085
Neuronia_CC               0.0068889793
Neuronia_DGM              0.0072755910
Neuronia_PDAL             0.0100000000
attr(,"lambda")
[1] 0.2018869
attr(,"lambda.estimated")
[1] TRUE

$A$sig_ddelta
[1] 0.1

$A$m_mmu_T
           Amperville_CC           Amperville_DGM             Circuiton_CC 
            -2.623979567             -1.321744471             -1.590059532 
           Circuiton_DGM          Electropolis_CC         Electropolis_DGM 
            -0.004175742             -0.253112283             -0.019818101 
             Voltagea_CC             Voltagea_DGM           Binaryshire_CC 
            -1.465192414             -0.289425868              1.868929659 
         Binaryshire_DGM      Byteforge Domain_CC     Byteforge Domain_DGM 
            -1.842065723             -0.156494099             -1.617164033 
 Infinitron Peninsula_CC Infinitron Peninsula_DGM              Infoglen_CC 
             0.574747751              0.107518961              0.078267949 
            Infoglen_DGM          Quantumridge_CC         Quantumridge_DGM 
            -0.171897157             -0.930406586             -0.593799499 
            Cerebrica_CC            Cerebrica_DGM           Cerebrica_PDAL 
             1.270101687              1.305351484              1.344181982 
             Cortexia_CC             Cortexia_DGM            Cortexia_PDAL 
            -0.623788445             -0.219437426              0.093509127 
             Neuronia_CC             Neuronia_DGM            Neuronia_PDAL 
            -2.489456797             -1.071750390             -1.631658619 

$A$V_mmu_T
                         Amperville_CC Amperville_DGM Circuiton_CC
Amperville_CC                        1              0            0
Amperville_DGM                       0              1            0
Circuiton_CC                         0              0            1
Circuiton_DGM                        0              0            0
Electropolis_CC                      0              0            0
Electropolis_DGM                     0              0            0
Voltagea_CC                          0              0            0
Voltagea_DGM                         0              0            0
Binaryshire_CC                       0              0            0
Binaryshire_DGM                      0              0            0
Byteforge Domain_CC                  0              0            0
Byteforge Domain_DGM                 0              0            0
Infinitron Peninsula_CC              0              0            0
Infinitron Peninsula_DGM             0              0            0
Infoglen_CC                          0              0            0
Infoglen_DGM                         0              0            0
Quantumridge_CC                      0              0            0
Quantumridge_DGM                     0              0            0
Cerebrica_CC                         0              0            0
Cerebrica_DGM                        0              0            0
Cerebrica_PDAL                       0              0            0
Cortexia_CC                          0              0            0
Cortexia_DGM                         0              0            0
Cortexia_PDAL                        0              0            0
Neuronia_CC                          0              0            0
Neuronia_DGM                         0              0            0
Neuronia_PDAL                        0              0            0
                         Circuiton_DGM Electropolis_CC Electropolis_DGM
Amperville_CC                        0               0                0
Amperville_DGM                       0               0                0
Circuiton_CC                         0               0                0
Circuiton_DGM                        1               0                0
Electropolis_CC                      0               1                0
Electropolis_DGM                     0               0                1
Voltagea_CC                          0               0                0
Voltagea_DGM                         0               0                0
Binaryshire_CC                       0               0                0
Binaryshire_DGM                      0               0                0
Byteforge Domain_CC                  0               0                0
Byteforge Domain_DGM                 0               0                0
Infinitron Peninsula_CC              0               0                0
Infinitron Peninsula_DGM             0               0                0
Infoglen_CC                          0               0                0
Infoglen_DGM                         0               0                0
Quantumridge_CC                      0               0                0
Quantumridge_DGM                     0               0                0
Cerebrica_CC                         0               0                0
Cerebrica_DGM                        0               0                0
Cerebrica_PDAL                       0               0                0
Cortexia_CC                          0               0                0
Cortexia_DGM                         0               0                0
Cortexia_PDAL                        0               0                0
Neuronia_CC                          0               0                0
Neuronia_DGM                         0               0                0
Neuronia_PDAL                        0               0                0
                         Voltagea_CC Voltagea_DGM Binaryshire_CC
Amperville_CC                      0            0              0
Amperville_DGM                     0            0              0
Circuiton_CC                       0            0              0
Circuiton_DGM                      0            0              0
Electropolis_CC                    0            0              0
Electropolis_DGM                   0            0              0
Voltagea_CC                        1            0              0
Voltagea_DGM                       0            1              0
Binaryshire_CC                     0            0              1
Binaryshire_DGM                    0            0              0
Byteforge Domain_CC                0            0              0
Byteforge Domain_DGM               0            0              0
Infinitron Peninsula_CC            0            0              0
Infinitron Peninsula_DGM           0            0              0
Infoglen_CC                        0            0              0
Infoglen_DGM                       0            0              0
Quantumridge_CC                    0            0              0
Quantumridge_DGM                   0            0              0
Cerebrica_CC                       0            0              0
Cerebrica_DGM                      0            0              0
Cerebrica_PDAL                     0            0              0
Cortexia_CC                        0            0              0
Cortexia_DGM                       0            0              0
Cortexia_PDAL                      0            0              0
Neuronia_CC                        0            0              0
Neuronia_DGM                       0            0              0
Neuronia_PDAL                      0            0              0
                         Binaryshire_DGM Byteforge Domain_CC
Amperville_CC                          0                   0
Amperville_DGM                         0                   0
Circuiton_CC                           0                   0
Circuiton_DGM                          0                   0
Electropolis_CC                        0                   0
Electropolis_DGM                       0                   0
Voltagea_CC                            0                   0
Voltagea_DGM                           0                   0
Binaryshire_CC                         0                   0
Binaryshire_DGM                        1                   0
Byteforge Domain_CC                    0                   1
Byteforge Domain_DGM                   0                   0
Infinitron Peninsula_CC                0                   0
Infinitron Peninsula_DGM               0                   0
Infoglen_CC                            0                   0
Infoglen_DGM                           0                   0
Quantumridge_CC                        0                   0
Quantumridge_DGM                       0                   0
Cerebrica_CC                           0                   0
Cerebrica_DGM                          0                   0
Cerebrica_PDAL                         0                   0
Cortexia_CC                            0                   0
Cortexia_DGM                           0                   0
Cortexia_PDAL                          0                   0
Neuronia_CC                            0                   0
Neuronia_DGM                           0                   0
Neuronia_PDAL                          0                   0
                         Byteforge Domain_DGM Infinitron Peninsula_CC
Amperville_CC                               0                       0
Amperville_DGM                              0                       0
Circuiton_CC                                0                       0
Circuiton_DGM                               0                       0
Electropolis_CC                             0                       0
Electropolis_DGM                            0                       0
Voltagea_CC                                 0                       0
Voltagea_DGM                                0                       0
Binaryshire_CC                              0                       0
Binaryshire_DGM                             0                       0
Byteforge Domain_CC                         0                       0
Byteforge Domain_DGM                        1                       0
Infinitron Peninsula_CC                     0                       1
Infinitron Peninsula_DGM                    0                       0
Infoglen_CC                                 0                       0
Infoglen_DGM                                0                       0
Quantumridge_CC                             0                       0
Quantumridge_DGM                            0                       0
Cerebrica_CC                                0                       0
Cerebrica_DGM                               0                       0
Cerebrica_PDAL                              0                       0
Cortexia_CC                                 0                       0
Cortexia_DGM                                0                       0
Cortexia_PDAL                               0                       0
Neuronia_CC                                 0                       0
Neuronia_DGM                                0                       0
Neuronia_PDAL                               0                       0
                         Infinitron Peninsula_DGM Infoglen_CC Infoglen_DGM
Amperville_CC                                   0           0            0
Amperville_DGM                                  0           0            0
Circuiton_CC                                    0           0            0
Circuiton_DGM                                   0           0            0
Electropolis_CC                                 0           0            0
Electropolis_DGM                                0           0            0
Voltagea_CC                                     0           0            0
Voltagea_DGM                                    0           0            0
Binaryshire_CC                                  0           0            0
Binaryshire_DGM                                 0           0            0
Byteforge Domain_CC                             0           0            0
Byteforge Domain_DGM                            0           0            0
Infinitron Peninsula_CC                         0           0            0
Infinitron Peninsula_DGM                        1           0            0
Infoglen_CC                                     0           1            0
Infoglen_DGM                                    0           0            1
Quantumridge_CC                                 0           0            0
Quantumridge_DGM                                0           0            0
Cerebrica_CC                                    0           0            0
Cerebrica_DGM                                   0           0            0
Cerebrica_PDAL                                  0           0            0
Cortexia_CC                                     0           0            0
Cortexia_DGM                                    0           0            0
Cortexia_PDAL                                   0           0            0
Neuronia_CC                                     0           0            0
Neuronia_DGM                                    0           0            0
Neuronia_PDAL                                   0           0            0
                         Quantumridge_CC Quantumridge_DGM Cerebrica_CC
Amperville_CC                          0                0            0
Amperville_DGM                         0                0            0
Circuiton_CC                           0                0            0
Circuiton_DGM                          0                0            0
Electropolis_CC                        0                0            0
Electropolis_DGM                       0                0            0
Voltagea_CC                            0                0            0
Voltagea_DGM                           0                0            0
Binaryshire_CC                         0                0            0
Binaryshire_DGM                        0                0            0
Byteforge Domain_CC                    0                0            0
Byteforge Domain_DGM                   0                0            0
Infinitron Peninsula_CC                0                0            0
Infinitron Peninsula_DGM               0                0            0
Infoglen_CC                            0                0            0
Infoglen_DGM                           0                0            0
Quantumridge_CC                        1                0            0
Quantumridge_DGM                       0                1            0
Cerebrica_CC                           0                0            1
Cerebrica_DGM                          0                0            0
Cerebrica_PDAL                         0                0            0
Cortexia_CC                            0                0            0
Cortexia_DGM                           0                0            0
Cortexia_PDAL                          0                0            0
Neuronia_CC                            0                0            0
Neuronia_DGM                           0                0            0
Neuronia_PDAL                          0                0            0
                         Cerebrica_DGM Cerebrica_PDAL Cortexia_CC Cortexia_DGM
Amperville_CC                        0              0           0            0
Amperville_DGM                       0              0           0            0
Circuiton_CC                         0              0           0            0
Circuiton_DGM                        0              0           0            0
Electropolis_CC                      0              0           0            0
Electropolis_DGM                     0              0           0            0
Voltagea_CC                          0              0           0            0
Voltagea_DGM                         0              0           0            0
Binaryshire_CC                       0              0           0            0
Binaryshire_DGM                      0              0           0            0
Byteforge Domain_CC                  0              0           0            0
Byteforge Domain_DGM                 0              0           0            0
Infinitron Peninsula_CC              0              0           0            0
Infinitron Peninsula_DGM             0              0           0            0
Infoglen_CC                          0              0           0            0
Infoglen_DGM                         0              0           0            0
Quantumridge_CC                      0              0           0            0
Quantumridge_DGM                     0              0           0            0
Cerebrica_CC                         0              0           0            0
Cerebrica_DGM                        1              0           0            0
Cerebrica_PDAL                       0              1           0            0
Cortexia_CC                          0              0           1            0
Cortexia_DGM                         0              0           0            1
Cortexia_PDAL                        0              0           0            0
Neuronia_CC                          0              0           0            0
Neuronia_DGM                         0              0           0            0
Neuronia_PDAL                        0              0           0            0
                         Cortexia_PDAL Neuronia_CC Neuronia_DGM Neuronia_PDAL
Amperville_CC                        0           0            0             0
Amperville_DGM                       0           0            0             0
Circuiton_CC                         0           0            0             0
Circuiton_DGM                        0           0            0             0
Electropolis_CC                      0           0            0             0
Electropolis_DGM                     0           0            0             0
Voltagea_CC                          0           0            0             0
Voltagea_DGM                         0           0            0             0
Binaryshire_CC                       0           0            0             0
Binaryshire_DGM                      0           0            0             0
Byteforge Domain_CC                  0           0            0             0
Byteforge Domain_DGM                 0           0            0             0
Infinitron Peninsula_CC              0           0            0             0
Infinitron Peninsula_DGM             0           0            0             0
Infoglen_CC                          0           0            0             0
Infoglen_DGM                         0           0            0             0
Quantumridge_CC                      0           0            0             0
Quantumridge_DGM                     0           0            0             0
Cerebrica_CC                         0           0            0             0
Cerebrica_DGM                        0           0            0             0
Cerebrica_PDAL                       0           0            0             0
Cortexia_CC                          0           0            0             0
Cortexia_DGM                         0           0            0             0
Cortexia_PDAL                        1           0            0             0
Neuronia_CC                          0           1            0             0
Neuronia_DGM                         0           0            1             0
Neuronia_PDAL                        0           0            0             1